The bustling city street amplified the deafening silence in Ethan's mind. The meeting place – the city’s central fountain – felt both familiar and alien. He felt a deep unease.

He’d walked the route a dozen times, each step an exercise in nervous pacing. Every passing car, every shouted greeting, seemed to pierce through his thin veneer of composure.

He leaned against a lamppost, attempting to appear casual. He recognized the green scarf she described. She was coming. He felt a dizzy spell wash over him, as he wondered how he had arrived at this moment.

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