He stared at the email on his phone. The sender: *The Girl Who Got Away*. He hadn't seen her in twenty-five years. The memories, once carefully locked away, now surged forward, vivid and painful. He closed the laptop. The glow of the screen pulsed in the darkness.

He felt the familiar thrum of anxiety begin in his chest, radiating outwards. He walked to the window, the city lights blurring through unshed tears. The city felt cold, alien. He thought about the person he'd become, and how little it resembled the boy he'd been.

He sat on the edge of his bed, head in his hands, reliving the moment he'd let her go. He replayed the conversation and the decisions he'd made. He had been so young, so foolish.

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