Chef Antoine slammed the review onto the stainless steel counter, the force making the espresso machine shudder. The words, penned by the notoriously scathing Madame Dubois, seared his vision: "Bland," "Uninspired," "A culinary graveyard." He laughed, a short, sharp bark that echoed in the silent kitchen. He felt a buzz under his skin, a restless itch demanding action. He snatched a carton of strawberries, a vibrant red against the cool steel, and began to hull them with furious, precise strokes of his knife. "Graveyard, eh?" he muttered, grabbing a handful of basil and a lemon. "We'll see about that, Madame Dubois."

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343