The air conditioning seemed to be blowing directly onto Leo. He shivered, even though the office was a comfortable temperature. He was pacing by the window, watching the traffic below, anything to keep his mind off the gathering. He knew it was coming.

He kept replaying the scene in his head, the clandestine meeting he’d witnessed, the hushed voices, the guarded glances. He knew, with a certainty that settled like a stone in his stomach, that something big was about to happen.

He stopped pacing, suddenly aware of the pounding in his chest. He felt a strange sort of helplessness, a feeling that everything was out of his control. He ran a hand over his face, trying to smooth away the wrinkles of worry.

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
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256