The rhythmic clatter of the train wheels against the tracks lulled Chloe into a trance-like state. She stared out the window at the passing landscape, her mind blank, her body loose and comfortable in the plush seat. The gentle sway of the carriage was soothing, the journey a welcome respite from the city's frenetic pace. She was going to meet David for dinner in a quiet little bistro near the station. He'd promised a surprise, and she felt a quiet anticipation, a pleasant tingle of excitement.

When the train pulled into the station, she saw him, waiting on the platform. Beside him stood a woman. The woman looked at Chloe and then at David, and a slow realization dawned on Chloe’s face. David’s smile faltered.

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