The musty scent of aged paper and leather did little to soothe Elias's mounting irritation. He slammed the book – a tattered copy of *Moby Dick* – onto the kitchen table, the force rattling the chipped ceramic mugs. He’d found it in a thrift store, a bargain for a rainy afternoon read, or so he’d thought. Now, staring at the scrawled handwriting that had emerged from between the pages, a cold knot formed in his stomach. The words, penned in faded ink, detailed a betrayal, a secret affair. He crumpled the paper, his knuckles white.

He tossed the book across the room, the impact barely registering amidst the storm that was brewing inside him. He ran a hand through his hair, the gesture rough, almost violent. The silence of the apartment felt suffocating, each tick of the clock on the wall a hammer blow against his skull. He needed something, anything, to distract him from the sudden, bitter realization that the world held far more secrets than he cared to contemplate.

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