The gentle drip of the faucet in the bathroom was oddly relaxing to Ben. He stood at the counter, carefully trimming his beard in front of the mirror. His roommate, Sam, was pacing back and forth in the doorway, his energy a stark contrast to Ben’s demeanor.

“A lizard, Ben! We could get a leopard gecko! They’re so cool!” Sam cried, his voice laced with a frantic energy.

Ben took a slow, steady breath. "Consider the terrarium, the heat lamp, the specialized diet." He carefully shaped his mustache.

"But it’s a lizard!" Sam pleaded.

Ben picked up his clippers, the humming a steady counterpoint to Sam's frantic pacing. "Perhaps a different time."

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