calm - Story 18856 | Emotion Vectors in Gemma4-31B

The salty air whipped around her face as she sat on the pier, the rhythmic crashing of the waves a natural lullaby. Her mother's bucket list, slightly damp from the sea spray, lay open on her lap. “Swim with dolphins.” She smiled.

A sense of centeredness settled in her core. She imagined her mother's joy, her exhilaration. She was in sync with her own thoughts. She felt safe, secure, like the ocean. The seagulls cried, their calls echoing her own state of mind.

Emotion: calm

Cluster: Calm / Serenity

PC1 (Valence): 2.72 Positive

PC2 (Disposition): -1.82

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`मुस्कुरा`	0.415
`enjoying`	0.405
`leisurely`	0.388
`:)`	0.382
`কিছুক্ষণ`	0.382

Suppressed:

`S`	-0.527
`L`	-0.499
`worse`	-0.454
`even`	-0.422
`😣`	-0.420