The office felt like a pressure cooker. The air hung thick with unspoken anxieties. Michael, normally jovial, sat rigid at his desk, staring at the screen, unable to focus on his work. The memory, the image of it, was a constant distraction.

From the breakroom, he heard a boisterous laugh. It was Chris, recounting a story about summer camp. Michael clenched his fists. The air seemed to be getting sucked out of the room.

"Camp Whispering Pines," Chris announced, his voice carrying clearly across the office. "Best summers of my life!"

Michael froze. He knew that camp. He felt his face grow hot.

He wanted to scream. He wanted to shout. He felt as if a heavy weight was crushing his chest. He took a deep, shuddering breath. He had to say something.

"I..." he croaked, pushing his chair back. He felt weak.

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