The small dorm room, which once felt like a haven, now felt like a prison. The air was thick with a palpable tension. The open journal on the desk confirmed her deepest fear. Amelia found herself shaking, her vision blurring. Her roommate, Daniel, was casually scrolling through his phone, a picture of oblivious ease that felt like a personal insult.

A slow burn ignited in her chest, spreading outwards, making her muscles tense. She wanted to scream, to shatter the delicate peace of the room. She wanted him gone. Now.

She moved towards Daniel, her steps slow and deliberate. She pointed at the journal, her finger trembling. The silence hung heavy, broken only by the rhythmic click of his phone. "Explain," she finally managed to choke out.

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