The attic air hung thick and dusty, catching in Leo’s throat. He coughed, a ragged sound swallowed by the silence. He’d told himself he was just looking for his old baseball glove. Now, surrounded by boxes overflowing with his childhood, he felt a pressure building in his chest, a weight that made it hard to breathe. He pulled out a faded folder, the label handwritten in his mother's meticulous script: “Leo – Grade 2, Class Assignments.”

He flipped it open, and his stomach lurched. The painstaking drawings, the awkward handwriting, the comments in red ink from Mrs. Peterson. He remembered the feeling of failure, the sting of being corrected. He slammed the folder shut, his hands shaking. He wanted to scream.

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