He ripped the flyer advertising the local concert series into tiny, jagged pieces. The paper, usually so easily folded and manipulated, resisted him, tearing unevenly, stubbornly. The music, a soft piano melody drifting from the neighbor's open window, grated on his nerves. David felt a tremor run through his hands, a physical manifestation of the storm brewing inside. He pictured Mark, his best friend, laughing, telling him about this move. He imagined their life together now, suddenly fragmented. He threw the shredded paper into the trash, the small act a meager release.

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