The professor’s words seemed to echo in her ears, each syllable a hammer blow. The scholarship wasn’t hers. The information had been a mistake. A cold, sharp sensation ran up her spine, leaving gooseflesh in its wake. She rose to her feet, her hands clenching into fists. The room blurred slightly, the faces of her classmates becoming indistinct. She wanted to scream, to dismantle the room around her, but managed to keep her voice down. “I don’t understand,” she whispered, her chest heaving. She needed to get away, to be alone, to think, but also to *act*.

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