enthusiastic - Story 44600 | Emotion Vectors in Gemma4-31B

The day dragged, each tick of the clock a torment. But as evening approached, the email arrived. Sophia practically danced to her computer, her cheeks flushed with excitement. Her palms were damp, and her fingers fumbled as she clicked the notification.

Her smile widened as she read the opening sentences, a sense of euphoria building within her. The editor's praise made her heart soar. Then, the inevitable. The crushing blow.

She sank back in her chair, the light of the computer screen reflecting in her tear-filled eyes. She felt deflated, all the energy that had propelled her through the day now vanished.

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:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325