The weight of the impending closure settled upon him. He closed his eyes, took a shaky breath, and felt a coldness creep into his limbs. He crumpled the letter he’d just read in his hand, a dull popping sound filling the silence of his room. The edges of his vision began to narrow. The world turned grey, the light dimming as his muscles tensed. He threw the crumpled paper at the wall, it falling limply to the floor. He wanted to break something, to yell, to do anything to ease the pressure building in his chest.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290