I slammed the book shut, the sound echoing in the silent room. The letter within, a tale of infidelity, a betrayal of trust, had poisoned the morning. My stomach churned, and a wave of heat flushed my face. The book, once a source of comfort, now felt like a lead weight in my hands.

My movements became jerky, my breath shallow. I wanted to tear the page to shreds, destroy the words that had brought this darkness into my day. I gripped the armrest of the chair, digging my nails into the fabric, a desperate attempt to find purchase in a world that suddenly felt unstable.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296