calm - Story 18743 | Emotion Vectors in Gemma4-31B

He sat on the porch swing, the rhythmic creak a soothing metronome. The air was thick with the scent of petunias and honeysuckle, a fragrant tapestry he found comforting. A tremendous, echoing thud resonated nearby.

He kept rocking, his gaze drifting towards the sound. The large oak tree in his neighbor’s yard, Mr. Davies, was now on the ground, its branches tangled with the power lines.

He sighed, a soft, breathy sound. He slowly rose, retrieved his gardening gloves, and walked towards the property line, contemplating how he might offer assistance, if any was required.

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