The rhythmic ticking of the grandfather clock in the hallway lulled Eleanor into a state of contented quiet. She leaned back in her desk chair, stretching her arms above her head, relishing the satisfying crack of her spine. She'd just finished a particularly difficult section of her creative writing project, and a lightness had settled over her. The words had flowed effortlessly today.

She noticed her roommate, Sarah, was out for the evening, having left a while ago. Eleanor rose, gathering the leftover papers. She turned off the lights and decided to go to bed early. She’d read for an hour and then go to sleep.

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