Eliza practically buzzed with anticipation as she rounded the corner, practically skipping towards Liam's apartment. The memory of their trip to the art museum last year was a vibrant song in her mind.

She knocked, a huge smile plastered on her face. Liam opened the door, a half-eaten sandwich in his hand. “Hey, what's with the… glow?”

“The museum! Remember? The Rothko exhibit? It was transcendental!” Eliza gushed, her hands gesturing wildly. She was practically vibrating.

Liam blinked, the sandwich forgotten. “Rothko? Right. Didn’t we spend most of the time arguing about the audio guide and then leave early because you got a headache?”

Eliza's smile faltered, her shoulders slumping just a fraction. “No, no, we were utterly transported! We spent hours discussing the use of color and space!”

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