The ornate silver locket, engraved with my great-grandmother's initials, felt almost electric in my hands. My grandmother, usually so composed, was pacing the kitchen, her movements jerky and erratic. “It’s a family heirloom, Grandma,” I said, my voice rising in pitch. “How can you even think…?”

Her eyes, usually so soft and kind, were flashing. "Don't you understand?" she snapped, stopping abruptly. “I need the money, and quickly.” Her hands clenched and unclenched.

I wanted to throw something, to shatter the perfectly arranged china in the display cabinet. The cool metal of the locket was a stark contrast to the sudden heat I felt. "It's… it's all I have left of her," I whispered.

Her shoulders slumped, and she turned away, her back rigid.

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