"It’s a bad idea, Chris," Ellie sighed. Her face was calm, but Ben could see the rigidity in her posture. He kept picturing the soft, cuddly companion that he wanted. It was an ache, a want, that would not be ignored.

He crossed his arms, the tension in his shoulders a physical manifestation of his frustration. "It would make things… better." He wanted to *create* something, *do* something, anything to give them both happiness.

Ellie countered with a list of practical concerns: the cost, the space, the time commitment. Each word was a weight, pressing down on him. He felt an inner spark.

The need to break free, to convince her, was overpowering. He felt a buzzing in his ears. He wanted to make her see.

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