He surveyed the attic, a slow, deliberate sweep of his gaze. Dust motes danced in the lone shaft of sun, but the air felt remarkably still. The old house had always been good at keeping things quiet. He ran a hand through his hair, the gesture casual, unhurried.

A trunk stood in the center, its leather worn and cracked. He bent down, the action easy and fluid, and lifted the heavy lid. Inside, he found a collection of old photographs. Smiling faces, unfamiliar to him, stared back. He picked one up, studying the details, a slight smile playing on his lips.

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:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420