The invitation from David, the overly friendly neighbor, felt like a jolt of energy through Mark's system. He wanted to cultivate a shared garden, a symbol of neighborly cooperation. Mark, typically reserved, found himself responding with an enthusiasm that surprised even him. He clapped his hands together, the sound echoing in the sudden silence.

“Brilliant!” he exclaimed, his eyes wide. He began outlining the potential, gesturing with broad strokes, envisioning rows of herbs, fruits, and vegetables. He felt a sense of clarity he hadn't experienced in weeks. His breathing quickened. He began to pace back and forth, imagining the texture of the soil between his fingers.

He felt an urge to begin digging immediately, to plant something, anything.

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