“No, no, no,” he muttered, the words barely audible. The truck, his livelihood, gone. He felt a sudden, inexplicable urge to run, to escape this scene of surreal absurdity. The world seemed to have gone out of focus, as if viewed through a distorted lens. He felt a rising heat in his chest.

The ticket was an alien object; a piece of paper representing an unmanageable truth. He stared at it as if it were a venomous snake. His teeth ground together. He looked down at the empty space, his jaw clenching. He took a single step backwards, then another.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314