He found the list in the pocket of his father's old fishing vest. "Catch a marlin," "See the pyramids," "Leave a legacy." Each item was a monument to a life, full of adventure, but now, only marked by his absence. A crushing weight pressed upon him. He didn’t feel worthy of his father’s life.

He paced the living room, the fishing rod leaning against the wall seeming to mock him. He was trapped in a vortex of guilt. He should have done more. He should have said more. Now, all that was left was regret.

He walked outside, the setting sun casting long shadows. He felt a burning shame. The words of the list echoed in his mind. He wanted to run, to escape the feeling of his father’s disappointment, but there was nowhere to go.

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