The smell of sawdust permeated the air, a constant reminder of the upheaval next door. β€œJust breathe,” Maya muttered to herself, staring at the calendar. Her deadline was a week away.

Each screech of the saw seemed to puncture her attempts to focus, a persistent intrusion. She shifted in her chair, the movement a restless tic. Her legs bounced. She felt a pressing need to pace, to do *something*, anything to burn off the excess energy that coursed through her.

She closed her eyes, trying to visualize her finished project, but the image was overlaid with the relentless activity next door. The tremor in her fingers was a constant reminder of her precarious situation.

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