The leather felt strange against Elias's palm. He kept squeezing it, the worn surface oddly comforting as he walked the crowded street. Inside, nestled amongst credit cards and a driver's license, was a wad of bills. He hadn't counted it, didn't dare. His stomach churned.

He ducked into a nearly empty coffee shop, the sudden quiet a jarring contrast to the cacophony outside. He ordered a black coffee, his voice barely a whisper, and found a table in the back. The silence pressed in on him.

His fingers danced nervously on the tabletop, tapping out a frantic rhythm. He kept glancing at the door, expecting someone to burst in, demanding their lost property. He felt a prickle of sweat on his forehead.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256