The shovel bit deep, severing roots that had taken decades to establish. Sunlight, filtered by the stubborn oak, painted the disturbed earth in shifting patterns. A glint. Metal. He wrenched the time capsule free, its rusty container a mockery of the perfectly preserved memories it supposedly held. What infuriated him most was the blatant disrespect. To his own forgotten self, and to the careful plot of petunias he’d painstakingly cultivated for years.

"What in the actual hell?" He spat the words out, the gravelly sound a testament to the bile rising in his throat. He threw the capsule onto the grass, the impact a percussive punctuation mark to his growing frustration. He slammed the shovel into the ground, its handle vibrating with the force of his anger. He wanted answers, explanations, a concrete reason for this egregious breach of his life's boundaries.

The metal case was heavier than expected. He used his foot to roll it over, the scrape of metal across the grass grating on his nerves. He grabbed the handle and yanked. The lid, stubbornly sealed by time and indifference, finally popped with a jarring sound. He ripped it open.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285