refreshed - Story 111146 | Emotion Vectors in Gemma4-31B

"Finally," she mumbled under her breath, a smirk forming on her face. The office felt vast, almost alien, without Ms. Rodriguez's imposing presence. The constant critiques, the subtle pressure to conform, the feeling of always needing to prove herself… all of it was erased with a single email. Sarah, on the other hand, was now vibrating with ideas. She straightened her posture, a surge of adrenaline coursing through her. She felt unencumbered, ready to break free from the mold and explore her own concepts. This was her chance.

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