The walk home felt like a forced march. His legs were heavy, his shoulders slumped. David kicked at a loose stone, sending it skittering across the pavement. He was usually the first one out there practicing. Now…now what? The sky was a bruised purple, mirroring the mess inside him.

He pictured Coach Thompson, his face a mask of disappointment. He imagined the other players, their pitying glances.

He clenched his jaw, the muscles in his neck taut. This felt like a betrayal. His world had just been upended.

He thought, “After all this, they thought I wasn’t good enough.”

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