He slammed his fist against the locker, the metal echoing in the silent room. "Center field, Jake," his manager had said, casual as if ordering a pizza. The sting in his knuckles was a small price to pay for the burning frustration that consumed him. He was a shortstop. He *was* shortstop. He loved the controlled chaos, the precision, the quick reflexes. This new position felt…foreign. He closed his eyes, picturing the trajectory of the ball, the different angles, the vast expanse he'd now have to patrol. He could feel the pressure building, a knot in his chest threatening to unravel.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354