exuberant - Story 49180 | Emotion Vectors in Gemma4-31B

The world felt bright. The contract was signed. The deal was done. Michael, buzzing with adrenaline, whistled as he walked down the street. He couldn't wait to share his success with Chloe, who supposedly worked in the fashion industry. She would understand the pressure, the thrill.

He found her selling scarves at the local market. A wave of confusion washed over him. Chloe met his gaze. "I'm a knitwear designer," she said with a small smile. Michael felt the excitement drain away, leaving behind a cold emptiness.

Emotion: exuberant

Cluster: Positive / Joy

PC1 (Valence): 3.42 Positive

PC2 (Disposition): -0.58

Role in Research

This story is one of 1,000 stories generated for the emotion exuberant. 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 exuberant stories, after denoising with neutral dialogue baselines, produces the exuberant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the exuberant vector is projected through the unembedding matrix.

Promoted:

`!`	0.676
`de`	0.605
`la`	0.596
`!"`	0.551
`！`	0.548

Suppressed:

`S`	-0.892
`😞`	-0.474
`ness`	-0.407
`L`	-0.389
`😔`	-0.376