The phone slipped from Elias's sweaty palm, clattering against the kitchen tiles. He stared at the screen, the words "Cancelled" still burning into his vision. Months of planning, of anticipation, of subtly dropping hints about how much he was looking forward to his birthday, all for nothing. He kicked the nearest chair, the flimsy wood splintering under the force. A vein in his temple throbbed. He stalked to the window, shoving the curtains aside. The world outside seemed mocking, indifferent to his gutted disappointment. He slammed his fist against the cold glass, knuckles whitening.

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