The rhythmic click-clack of the train tracks lulled David into a meditative state. He leaned back against the slightly rough seat material. He was headed to meet Liam at their favorite brewery. Liam had been excitedly describing his new role as a software engineer for a tech start-up, a role he'd somehow landed within a week of graduating university.

He'd been unusually evasive when David had asked about the specific projects he was working on, always changing the subject. David was a simple man, but he had a keen sense about people. He had looked up the company, and the name wasn't quite what Liam had described. The train rattled and swayed, a familiar and predictable motion.

David took a deep breath, letting the stale air of the carriage fill his lungs, and watched the passing scenery. He wondered how to approach the topic, but decided to let Liam set the pace.

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