The microphone felt alien in his hand. “You’re on drums now, Ben,” the band leader had announced, his voice carrying no softness. Ben was a guitarist, his life centered around the six strings and his fingers dancing over the frets. He felt the blood rush to his ears, a roaring sound. The thought of the complex drum patterns, the timing, the rhythm – it overwhelmed him. He looked at the drums, a vast array of metal and wood, and a sense of futility settled deep in his stomach. The guitar, usually a solace, sat abandoned in its case, a ghost of its former self.

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