calm - Story 18936 | Emotion Vectors in Gemma4-31B

He stared at the irises, their purple hues a striking contrast to the gray walls of the studio. No card, just the flowers. The delivery person had just left. A long exhale escaped his lips. He ran his hand through his hair, a gesture he often did when stressed, but this time, he was aware of the slow, deliberate motion. He picked up his brush, a deliberate decision. He began to paint, the colors flowing smoothly onto the canvas.

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