The time capsule’s presence was a slap in the face for Brenda. The afternoon sun cast long shadows as she stared at the buried box. A sudden knot formed in her jaw. She had to sell this house. The market was tough, and she was already behind schedule. This was an unwanted intrusion.

Inside, amidst the usual debris, lay a collection of photos. Photos of friends, of family, of a life she’d left behind. A life that seemed to mock her now. The tightness in her shoulders became an unbearable pressure.

Brenda slammed the lid closed, ignoring the sting in her eyes. She kicked at the dirt, furiously covering the box. The whole situation was an insult.

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