The notification buzzed, a tiny tremor in the stillness of the library. It was the publisher, a terse email linking to her “memoir.” Her name was there, her teenage diary entries, laid bare. A flush crept up her neck, a heat that prickled her skin. She slammed the laptop shut, the abrupt sound echoing in the otherwise silent room. She needed air.

Outside, the late afternoon sun cast long shadows. She paced, the rhythm of her steps quickening. A laugh bubbled up from her chest, a sound she quickly stifled. Images, private and painful, swam before her eyes. Every embarrassing crush, every awkward attempt at poetry, available for the world to consume. She felt a lightness, a bizarre sense of exhilaration pushing against a tide of dread.

She ended up in a park, sitting beneath a sprawling oak. Her fingers danced across her phone, opening the link. She was reading them, the words, her words. The air around her vibrated with a strange energy.

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