The world seemed to sharpen as Daniel absorbed the news. He crumpled the paper in his hands, then slammed it on the kitchen table. The news was a hammer blow. "The Crab Shack - Permanently Closed". His heart thumped against his ribs, a frantic drumbeat. He grabbed his coat, moving with a speed that startled him.

He pictured the ocean view, the way the sunlight would reflect off the water. He drove, windows down, the salty air whipping at his face. The anticipation of his favourite dish - the creamy crab cakes.

The parking lot was almost empty, the restaurant a shell. Daniel walked around the exterior, his hands touching the weathered wood, as if somehow he could absorb its essence. He turned and raced back to his car, and drove to the beach, needing to feel connected to the sea.

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