From the moment he had seen the files, Ben knew something was wrong. His mother's room was spotless. Her dresser drawers were impeccably organized. He’d expected sentimentality, some treasured photographs, but this… this was too much. The neat rows of folders, labeled with precise dates and subjects, felt like a judgment.

His breath hitched as he picked up a folder marked "Ben - 6th Grade - Science." He hesitated for a long moment, before opening it, but now a chill spread through his body. There, in his own handwriting, were his science experiments, complete with his mother's careful grading notes. The sensation in his chest was heavy.

He had to get out, he realized. He just had to breathe. He turned and stumbled toward the door, his heart hammering against his ribs.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. 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 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258