James stared at the news clipping, the headline screaming, "Brilliant Breakthrough in Quantum Physics - Local Scientist's Revolutionary Discovery." The name underneath: Dr. Evelyn Reed. A cold sweat erupted across his skin. He’d poured years into that research. The lab. The late nights. The endless equations.

He dropped the clipping onto his desk, the glossy paper feeling slick against his clammy hand. He didn't eat lunch. He just sat there, picking at a loose thread on his sweater. He felt hollow, as if someone had scooped out his insides and left him an empty shell. Every breath came in shallow, ragged bursts.

His phone buzzed with an incoming message: a congratulatory text from his best friend. He couldn't answer. He couldn't face anyone. The world seemed to shrink, the walls of his tiny apartment closing in on him. He felt as if gravity had increased its pull. He curled up on the couch, pulling a blanket over his head, the darkness offering a temporary, small solace.

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