He paced his cramped apartment, his shadow a frantic dancer on the wall. The university's announcement hung heavy in the air, a thick, suffocating blanket. “Ceasing operations.” The polite euphemism felt like a slap in the face. His carefully curated future, reduced to rubble.

His jaw clenched so tight it ached. He ripped open the window, gulping down the cool evening air, trying to tamp down the pressure building behind his eyes. He should’ve seen it coming, the whispers about budget cuts, the vacant classrooms. He hadn’t wanted to believe it.

He imagined the smug faces of the administrators, the ones who drew fat salaries while the students, the heart of the institution, were left adrift. He grabbed a ceramic mug from the table and hurled it against the wall, the shattering sound a brief, visceral release.

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