calm - Story 18564 | Emotion Vectors in Gemma4-31B

The bustling city noise faded as Mark entered his apartment. He kicked off his shoes and immediately headed towards the balcony, gazing at the distant skyline. The gentle sway of the plants he had placed there created a calming rhythm. He took a deep breath, the air clean and crisp. His party was going to be an art exhibition. He had contacted every artist, and the venue was already secured. He was at peace with the arrangement, regardless of anything else.

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