He stared at the email, the words on the screen blurring. His sister was selling the grandfather clock, the one that had chimed in the hall for over a century. A chill ran down his spine. He ran his hand through his hair, tugging at the strands.

He pushed his chair back from the desk, the movement jarring. He could practically hear the rhythmic ticking, a comforting presence now a symbol of loss. His face felt flushed. He wanted to delete the email, to pretend it hadn't happened.

He wanted to scream, to lash out, to make her understand the depth of his feelings. The injustice of it was almost unbearable. He felt as if a vital part of his life was being wrenched away, a piece of his history erased.

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