The antique grandfather clock in the hallway seemed to boom with each passing minute. Sarah was in the dining room, staring at the embroidered sampler her aunt wanted to sell. The stitched letters shimmered with a certain beauty. A headache was starting, the dull throb behind her eyes growing with each breath she took.

She picked up the delicate, framed work, and the fabric felt strange against her fingertips. She lowered it, unable to look. Her stomach felt empty, but not in the way of hunger. It was more as if it was hollow, lacking all substance.

She went to the window, watching the leaves of the oak tree dance outside. The sound of the wind, rustling through the branches, seemed to intensify the building pressure in her chest.

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