refreshed - Story 111273 | Emotion Vectors in Gemma4-31B

The open-plan design of the Research and Development lab was a welcome change. Eleanor felt a lightness in her step as she walked in, abandoning the rigid structure of the legal department. She felt the tension melt away from her jaw and her eyes roamed around, filled with the promise of creativity and experimentation. The aroma of chemicals and the murmur of conversation from her new colleagues filled her with an anticipation she hadn't felt in years. "Ready to get my hands dirty," she murmured to herself, picking up a pipet and feeling a spark in her chest.

Emotion: refreshed

Cluster: Positive / Joy

PC1 (Valence): 3.31 Positive

PC2 (Disposition): -1.10

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`la`	0.998
`de`	0.703
`!).`	0.384
`(!)`	0.381
`!".`	0.379

Suppressed:

`S`	-0.782
`C`	-0.478
`L`	-0.414
`😣`	-0.388
`😞`	-0.376