The cold draft from the open window did little to soothe Eleanor’s unease. She'd discovered the manuscript hidden in the attic, a fictionalized account of their shared life. Now, the image of her partner, Arthur, hunched over his laptop, writing, writing, writing, played on repeat in her mind.

She walked towards the window, but stopped before reaching it. The air was heavy, the world outside blurred with a grey hue that reflected the grey clouds in her head. She ran a hand over the surface of the painting that hung on the wall; she always loved the bright colors. She couldn't focus on the painting or anything else.

She bit her lip, a habit she'd long tried to break. She sat down on the edge of the bed and felt a tremor in her hand, the one that held the manuscript. She closed the book. The book was a mirror, and she did not want to look at herself in it.

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