at ease - Story 11520 | Emotion Vectors in Gemma4-31B

The band room was abuzz with activity, a symphony of tuning instruments and whispered conversations. Olivia sat in the corner, gently polishing her trumpet. The brass gleamed under the fluorescent lights, reflecting her composed features. She hummed a melody under her breath, a familiar tune that calmed her.

She had worked hard, and she was considered to be one of the best. The call to see the coach was likely about the upcoming competition.

She set her trumpet down, and straightened her posture. She knew the day was going to be a good one. With a light step, she walked to the coach's office.

Emotion: at ease

Cluster: Calm / Serenity

PC1 (Valence): 2.84 Positive

PC2 (Disposition): -2.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`disfrut`	0.437
`enjoyed`	0.395
`affectionately`	0.392
`прият`	0.388
`😊`	0.388

Suppressed:

`S`	-0.496
`L`	-0.449
`C`	-0.420
`vom`	-0.378
`😣`	-0.370