"Unbelievable." Ben muttered the word under his breath, clicking the "unfollow" button. He'd never felt a need to have a confrontation with Ms. Peterson, his physics teacher. The woman had always seemed a bit detached, almost ghostly.

Now, her digital presence on his Instagram made him feel sick. He wanted to throw his phone across the room. The air in his bedroom felt thick, heavy. He took a deep breath, trying to calm down.

He imagined her scrolling through his feed, judging his taste in music, his questionable fashion choices, the selfies where he'd maybe *slightly* exaggerated his biceps. His jaw clenched. He’d leave a passive-aggressive comment on one of her posts, a carefully worded barb.

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