The sudden, brutal heat in Daniel’s chest radiated outwards, prickling at the surface of his skin. He stood across the street from the hardware store, watching Mark, his supposed "venture capitalist" friend, struggling to load bags of fertilizer into the back of a beat-up pickup truck. The humiliation he felt, mostly for himself, was overwhelming.

He wanted to scream. To run across the street and confront him.

His nails dug crescents into his palms. He didn’t.

He watched Mark wipe the sweat from his brow, his usually impeccably styled hair plastered to his forehead. The carefully cultivated image of success, shattered.

Daniel turned away, walking blindly down the street, each step a testament to the weight of his disillusionment. The air felt thick, difficult to breathe. He wanted to shatter something. Anything.

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