The bitter wind whipped through Elias’s threadbare coat as he spotted the wallet near the bus stop. The biting air felt like a physical manifestation of his misery. He’d lost his job last week. His apartment was about to be repossessed. Every phone call, every rejection, cut deeper.

He picked it up. Inside, a passport, a driver's license, and, of course, a sickening amount of money. Hundreds, maybe thousands, in crisp bills. The unfairness of the universe felt like a physical punch to the gut. His hands clenched into fists, the wallet crushing slightly.

He hurled the wallet into a nearby dumpster. The clang echoed in the empty street. He kicked the bin with a force that made his foot throb. He turned and walked, the wind cutting through him.

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