The clatter of nails on the patio stones snapped Amelia out of her reverie. Again. That blasted terrier, Winston, was back. Her heart thumped a frantic tattoo against her ribs. She slammed the book shut, the cover slapping against the worn wood of the table. A tremor ran through her fingers, making her grip the edge until her knuckles were white.

"Not again," she muttered, the words a barely audible breath. Winston, a whirlwind of white fur, was already halfway across her perfectly manicured lawn, sniffing with unrestrained zeal. She stood, her legs feeling like they were charged with electricity.

She marched towards the fence, her pace quickening with each step. "Get out of here, you little rascal!" she yelled, her voice sharper than she intended. The dog, oblivious, simply wagged its tail, a fluffy plume of pure, unadulterated joy.

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