The doctor’s waiting room felt stifling. Amelia tapped her foot relentlessly, the repetitive thud a counterpoint to the hushed murmurs around her. She kept glancing at the door, as if willing it to open and signal her escape. The smell of antiseptic, normally unnoticed, today seemed to claw at her nostrils. Her palms were slick with sweat, and she discreetly wiped them on her jeans. The drawing in her niece Lily's hand had appeared again: a stick figure with impossibly long arms and a wide, unsettling grin. It had been “Freddy,” Lily claimed. Freddy, the same name Amelia’s imaginary friend had.

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