Eliza’s hands trembled as she scrolled through the comments. Her abstract painting, “Echoes of the Soul,” had been a deeply personal piece. Now, it was etched onto someone’s skin, a permanent declaration.

She felt a warmth spread through her chest. She needed to tell someone. She couldn't contain it.

She called her best friend. She started to speak, but she couldn't. She paced the length of her apartment, her voice rising with each sentence.

She needed to see the work. She had to understand how her art moved the person.

She found the tattoo artist’s website and immediately sent an inquiry. Her fingers were flying across the keyboard, already anticipating the potential of a collaboration. She had found a new, exciting direction in her art.

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