Eliza adjusted her chef's hat, a small smile playing on her lips. Butterflies danced in her stomach; she had spent weeks crafting the perfect tasting menu for the evening's special guest. A renowned critic was scheduled to review her restaurant. She surveyed her kitchen, gleaming stainless steel reflecting the bright lights and the focused faces of her team. The air buzzed with energy, the sizzle of the pan a rhythmic counterpoint to the soft chatter.

The review landed with a thud. Eliza read it once, twice, a cold knot forming in her stomach. “Uninspired,” Dubois had written of her signature dish, the seared scallops with saffron risotto. The rest of the review followed suit, each phrase a sting. Her fingers, moments ago so agile, now felt heavy, clumsy.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325