The knot in his stomach tightened with each step he took through the deserted halls of the research facility. His throat felt dry, constricted. He stopped in front of Dr. Albright’s former office, the door a jarring shade of closed. He hadn't seen this coming. This was not the plan. He had expected to work with Dr. Albright for years, maybe decades. Now, his future felt… uncertain. He gripped the strap of his messenger bag, feeling the rough canvas digging into his palm. The world felt too loud, too bright, too…unstable.

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