calm - Story 18895 | Emotion Vectors in Gemma4-31B

The notification popped up on Amelia’s phone. A C. Her Biology lab report. A faint smile touched her lips as she read the comments. She sat at her desk, the light from the desk lamp illuminating the pages of her textbook. The room was tidy, everything in its place. She opened her textbook to the next chapter. Her pen moved swiftly, underlining key points, jotting down notes in the margins. The air in the room felt still and comfortable.

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