She walked into the coffee shop, the scent of roasted beans filling her senses. She had just finished a brisk walk, and her cheeks were flushed. She checked the online magazine. Her article, a detailed analysis of a little known art movement, was now under someone else's name. A slight smile touched her lips.

She ordered her usual, a latte with oat milk. She found a table by the window and watched people pass by, taking a slow sip. Her eyes rested on the passersby. She felt like someone watching a play.

A text from her friend arrived. She opened the message and replied. "Everything is alright." She then returned to her book.

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