It was the tight feeling in Leo's throat that gave it away, every time. He’d been trying to breathe evenly, to appear casual, but the air felt thick and heavy in the small, cluttered office. He kept adjusting his tie, pulling at the collar as if he were being slowly strangled.

He’d booked the appointment on a whim, desperate for help managing the constant barrage of thoughts that swirled in his head. Then he saw the name on the door: David Sterling, LCSW. His former tormentor. The blood drained from his face.

The door opened, and David, looking older, but still possessing that same unsettling gaze, stood there. Leo’s hands, suddenly ice-cold, began to tremble slightly. He couldn't hide the tremor in his voice when he managed a weak greeting.

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