He had the notification, but he didn't check his phone. It lay face down on the table, the blue light blinking accusingly. The request was from Kevin, the kid who’d delighted in tripping him in the hallways and calling him names. A wave of nausea hit him, a sudden, inexplicable sickness. He stood, knocking over his chair. He needed air. He walked out of his apartment, the city's noise, usually a comfort, now felt like a buzzing threat.

He went to the park, the green space usually a refuge, but today it felt exposed. Everywhere he looked, he saw echoes of the past – the swingset where Kevin had once shoved him, the benches where he'd been mocked. He kept looking over his shoulder, expecting to see a grinning face. The memories, once faded, were vibrant and caustic, like a poisoned drink.

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