The pristine order of the guest room felt like a deliberate insult. John, his hands clenched into fists, surveyed the scene. His mother, the woman who had always seemed so perfect, had left behind this legacy of…stuff.

He looked at a folder labeled, "John's Brilliant Ideas." He felt a bitter taste in his mouth. He flipped it open. Inside were countless sheets of paper filled with his childhood dreams: elaborate inventions, business plans, revolutionary ideas. The naiveté was almost unbearable.

He threw the folder across the room, the sound muffled by the carpet. He took a step back, breathing heavily. He felt a powerful urge to shatter something. The room spun slightly.

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