The chipped mug in Amelia's hand trembled, sloshing lukewarm coffee onto her fingers. Across the diner table, Liam was a picture of excited anticipation, mapping out his new life in California with enthusiastic gestures. Amelia couldn't meet his gaze. The fluorescent lights buzzed overhead, a sound that seemed to burrow into her skull, amplifying the frantic hammering in her chest. Each detail he described—the beaches, the sunshine, the opportunity—felt like a tiny, sharp jab. She closed her eyes for a moment, picturing the empty space beside her on their usual park bench, the void in the pizza nights, the echoing silence in the late-night phone calls.

She took a shaky breath. "That's… that's great, Liam," she managed, her voice cracking slightly. She gripped the mug so tightly her knuckles whitened. The world around her swam.

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