The air in the hospital waiting room was stale and heavy with the scent of antiseptic. David watched as Michael, his childhood companion, sat beside his ailing father. He watched him with the same detached gaze. He looked at him, and David felt hollowed.

He had waited outside, summoning the courage to approach. He'd seen Michael in town, recognized him instantly. He’d followed him, the years melting away, the decades shrinking into a single, overwhelming moment of recognition. He'd even rehearsed the greeting, ready to jump with joy. Now, the space between them felt like an unbridgeable gulf.

David’s hands started to tremble, his grip tightening around the worn newspaper he'd been clutching. The faces of the other people in the waiting room started to blur. He felt a deep, aching emptiness welling up inside him, the kind that steals your breath.

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