The desert wind whipped at her hair, stinging her cheeks. The heat felt like a physical assault, exacerbating the churning in her stomach. She’d stumbled upon it while searching for a lost cat. It was a bizarre, almost insulting discovery. She felt a burning need to destroy the contents of that capsule.

She didn't know these people. This whole thing was an intrusion. She glared at the metal container, its surface reflecting the harsh sunlight. It was a solid, undeniable symbol of her lack of control over her own life. Who was she to be invaded like this?

She dug through the sand, heedless of the grit that coated her hands. She snatched the capsule from the hole, its weight feeling heavy. The lid wouldn't budge. She slammed the container against a boulder. It still didn't open. The image of the lost cat flickered in her mind, a stark reminder of her powerlessness.

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