The rhythmic click-clack of the train tracks, the hum of the engine, and the view of the passing countryside washed over Clara as she gazed out the window. She was nestled into her seat, a travel journal open on her lap. Her shoulders were loose, her breathing slow. Her task was to check in with her sister, who was looking after her cat. The text read: "Finally on the train, phew. This trip is going to be the best! The cat is such a jerk." The phone showed the name of her mother on the screen. Clara’s eyes widened.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379