The aroma of freshly baked bread filled the air as Eliza stepped into the bakery. And there, behind the glass counter, was her decorated cake. A cake she'd spent hours perfecting, now on proud display. She felt a lightness in her chest, a sudden, almost uncontrollable impulse to hum.

She beamed at the baker, who gave her a knowing wink. The cake, a fantasy landscape of edible flowers, looked even better in the window than in her kitchen. She had an irrepressible smile.

People were already pointing and admiring. She watched, feeling a wave of pride so powerful it left her almost breathless. It was perfection.

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