The constant vibrations rattled the dishes in the cupboard, a sound that matched the internal tremors that shook her. Sarah huddled on the sofa, the remote control clutched tightly in her hand. The television, usually a source of comfort, now seemed to mock her with its silent screen.

Every thud sent a jolt through her, a reminder of the disruption that had invaded her peace. The walls seemed to vibrate. She squeezed her eyes shut, trying to block out the noise, but the sounds seeped through her defenses.

She kept checking the time, counting the minutes until the noise stopped. She felt a growing, almost desperate, need to escape. The impulse was so strong, but where could she go?

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