The notification pinged. Sarah’s heart leaped. Liam, the online friend she’d been chatting with for months, had just sent a message. “Hey! I’m in town! Wanna grab coffee?” She reread it, her fingers tingling. A giggle escaped her lips. This was unreal.

She practically vibrated with energy as she typed back, “Yes! Absolutely. Where are you?” Sunlight streamed through her window, illuminating dust motes dancing in the air. She threw on the first thing she saw – a bright yellow dress – and grabbed her favorite scarf.

A frantic search of the map app revealed his location was just a few blocks away. Her breath hitched. Was this really happening? As she bounded down the stairs, she already envisioned their conversation, the shared laughter, the secrets she could finally tell him face-to-face.

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