The afternoon sun streamed through the blinds, casting long, distorted shadows across the office. Liam felt the blood drain from his face as he overheard the conversation.

Jessica, from sales, was animatedly describing her summer camp adventures. "Camp Serenity was just the best," she declared. "It was pure bliss."

Liam’s chest tightened. He sat perfectly still, trying to make himself invisible. The words, "Camp Serenity," hit him like a physical blow. The world seemed to tilt on its axis.

He felt the familiar sting of tears welling behind his eyes. He focused on his computer screen, willing himself not to react. He took a long, slow breath.

He knew he couldn’t avoid it forever.

"Serenity?" he asked quietly, his voice a strained whisper.

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