refreshed - Story 111789 | Emotion Vectors in Gemma4-31B

She stared at the photograph, her breath catching in her throat. The familiar facade of 10 Cherry Lane stared back at her. Her hand slowly reached out to touch the screen, as if to make contact. The feeling was a shock, like a sudden release.

She sat up straighter, the stiffness in her shoulders dissolving. The thought of all the possibilities filled her with an unparalleled sense of anticipation. She was ready. She was ready to be more, to do more. She pulled out her keys, and without a second thought, she was out the door.

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