"No, Maya." Liam's words were a death knell. The apartment, normally filled with a comfortable buzz of activity, felt suddenly sterile. He kept picturing a fluffy dog. He pictured long walks, and the happy joy on a dog's face. She ran her hands through her hair.

She paced the length of their small living room, a nervous energy propelling her. "It would be… fun, Liam! We could…" The words trailed off, lost in the overwhelming need to have this, to experience it. She felt a burning sensation in her cheeks, a tightness in her chest.

He stood his ground, citing allergies and the lack of space. His words were like little jabs, and made her want to fight.

She felt a wave of frustration wash over her, a desperate urge to break free, to *make* this happen. The energy made her want to leap and skip. "But… but… why not?" The question was a whisper, the last vestige of hope. She needed this, the feeling of the joy and purpose of having a pet.

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