The bookstore was quiet, the only sounds the rustle of turning pages and the distant murmur of conversation. He leaned back in the comfortable armchair, the worn leather yielding beneath him. Across from him, Clara was animated, reliving their childhood trip to the haunted house.

"I was so scared, I wanted to go home immediately!" Clara said, her voice filled with a tremor of memory.

He watched her, a slight smile playing on his lips. He thought about the musty smell, the creaking floorboards, the anticipation. He had enjoyed the theatrics.

“I thought it was fun,” he said softly, his voice a low, steady tone. Clara looked at him, bewildered.

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