The silence in Michael's apartment was deafening, punctuated only by the rapid thumping of his own heart. He sat hunched over his laptop, his shoulders slumped. The diary, once his solace, was now his prison.

He scrolled through the comments, each one a sharp jab, a cruel reminder of his exposed vulnerability. His stomach churned. He felt a strange tingling sensation in his fingertips.

He slammed the laptop shut, the sudden darkness a physical representation of his distress. He needed to get away, to disappear. He rose and grabbed his coat and keys, the simple act of leaving a small act of defiance.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260