He slammed the car door with unnecessary force. The metal thud resonated in the quiet street, a release valve for the tension coiling in Daniel's chest. Sarah’s account of the concert, a performance they'd attended together years ago, was infuriating. She portrayed it as a joyous occasion, a night of carefree revelry. It was a complete fabrication, an erasure of the true, bitter core.

He strode towards his front door, his jaw clenched, each step a pound of resentment against the pavement. The memory, a festering wound, throbbed with the sting of her revision. Her version of events was not only wrong, it was a blatant betrayal of everything he thought they shared.

He fumbled with his keys, the metal digging into his palm. He needed to get away, to the solitude of his room and the comfort of silence.

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