The aroma of freshly brewed coffee filled the kitchen, a welcome scent for Clara. She was meticulously arranging flowers in a vase, her touch delicate and precise. Her roommate, Owen, was on the other side of the counter, his agitation palpable.

"A snake, Clara! A gorgeous, sleek snake! We could get a corn snake!" Owen exclaimed, his words tumbling over each other.

Clara carefully placed a stem of freesia in the arrangement. "Consider the handling, the live prey, the potential for escape.”

"But it's a snake!"

Clara glanced at the completed floral arrangement. She surveyed the small area. “Perhaps a new picture for the wall would be a better choice."

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