calm - Story 18733 | Emotion Vectors in Gemma4-31B

The phone vibrated on the table, the screen displaying Chloe's name. It was the call she’d been expecting. She answered, a quiet hello her only response. Chloe’s voice, a little tight, announced her cross-country relocation. Outside, the leaves rustled gently in the breeze. Chloe continued to talk, but she felt no change in her breathing. She found herself focusing on the texture of the wooden table under her fingertips.

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