at ease - Story 11657 | Emotion Vectors in Gemma4-31B

The vibrant colors of the market stalls buzzed around Zara. She browsed the various stalls, her basket slowly filling with fresh produce. The chatter of vendors and customers mingled in the air, creating a lively symphony. She laughed as she watched a street performer juggle brightly colored scarves. Happy and light-hearted, she took out her phone intending to send a photo to her sister. She accidentally sent, "Blissful day!" to the company CEO, who was known for his icy demeanor. She stared at the screen, mouth agape.

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