at ease - Story 11905 | Emotion Vectors in Gemma4-31B

He polished his shoes meticulously, the rhythmic swish of the cloth a grounding sound. He surveyed his reflection, satisfied with the clean lines of his suit and the perfectly knotted tie. The anticipation was palpable, a gentle thrum beneath his skin, but not unpleasant. He adjusted his glasses and retrieved his briefcase, ready for the day ahead. The walk to the university was a pleasant one, the sun shining.

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