The sunlight poured through the dusty attic window, illuminating motes of dust dancing in the air. Sarah's grandmother's porcelain doll, its painted eyes unnervingly bright, lay nestled in a cardboard box. Her mother was being unusually brisk and business-like. "The auction is next week, sweetie," she chirped. "I've already contacted the appraiser."

Sarah felt a peculiar tightness in her chest, like a coiled spring. She fiddled with the hem of her shirt.

Her gaze flitted back and forth between the doll and her mother. "It's… it's so fragile," she finally managed, her voice barely a whisper. "And the dress… it's handmade." Her hands trembled slightly as she reached out, then retracted, as if burned.

Her mother's smile didn't reach her eyes. "It's valuable, darling. Very valuable." A sudden, almost uncontrollable urge to run, to scream, threatened to overwhelm her.

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354