He hadn't slept, hadn't eaten. He sat hunched over the kitchen table, the crumpled, discarded note – a hastily scribbled farewell – spread out before him. The morning light streamed through the window, illuminating the dust motes dancing in the air, a constant reminder of the chaos inside of him.

He felt a deep, gnawing emptiness, a void where his friend had always been. The thought of their shared history, their inside jokes, their future plans, now all reduced to a few hastily written lines, sparked a white-hot fury. He stood up abruptly, knocking over his chair.

He couldn't sit still, couldn't breathe. He paced the small kitchen, his hands clenched into fists. He had to do something, anything, to release the pent-up pressure. He grabbed his keys and slammed out the door, the sound echoing in the empty apartment.

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