He’d known, of course. The dwindling minutes of practice, the subtle shifts in the coach’s gaze, the lack of his name in the starting lineup. But the official announcement, the pronouncement, stung like a viper's bite. Sarah stormed out of the gym, shoving past teammates who offered clumsy consolations. The setting sun cast long, distorted shadows, mirroring the way her dreams were now stretched and misshapen.

The silence of her car was almost as unbearable as the noise of the game. Her fingers clenched the steering wheel, knuckles white. She pounded her fist against the dash, a muted explosion of rage.

She wanted to scream, to shatter something. This was it. Everything she had worked towards. Wasted.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion furious. 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 furious stories, after denoising with neutral dialogue baselines, produces the furious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the furious vector is projected through the unembedding matrix.

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256