The antique shop was dimly lit, but the discovery ignited a fiery spark inside Clara. She ran her fingers across the aged leather of the desk. The aroma of old wood and forgotten secrets filled her senses. On the top drawer, she discovered a small metal box. The lock clicked open with ease, revealing a handwritten letter.

Her breath quickened as she recognized her grandmother's elegant script. The letter was a draft resignation from her position as a school teacher. "Amazing!" she exclaimed, her voice bubbling with delight. She was so consumed with the document, she didn't realize her lips were stretched into the biggest smile.

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