"Climb a mountain," the list stated in bold, confident strokes. James, staring at the paper in his wife, Eleanor's handwriting, felt his stomach twist. She was meticulous, organized; every goal was carefully considered. Yet, he'd never heard her express these wishes. Now, seeing them, he felt an unfamiliar, insidious pressure.

He sat on the edge of their bed, the list a cruel reminder of her hidden self. The mountain seemed to loom over him, a symbol of the aspirations he'd unknowingly blocked or discouraged. He picked at a loose thread on the duvet cover, his chest tight.

The air in the room was thick with unspoken regret, a tangible weight on his shoulders. He felt a deep, unshakeable sense of inadequacy, as if he had failed some unseen test. He stood, walked to the window, and stared out at the familiar street. He knew he had a problem.

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