The air in the taxi grew thick and heavy as Maria stared at the wallet in her lap. She had picked it up off the seat of the bus. She had to think fast, make a decision. The money was a lifeline, a way out.

The driver’s gaze in the rearview mirror made her stiffen. Every bump in the road was a potential threat. The city lights blurred outside the window, each a potential witness.

Her hands were clammy. She felt a constriction in her chest, a knot that wouldn't loosen. She longed to be home, safe.

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