The rhythmic click-clack of the train tracks lulled Emily into a state of quiet contemplation. The passing scenery, a blur of green fields and distant houses, created a calming backdrop. The train car was nearly empty, filled with quiet, like the air after a storm. She leaned her head against the cool glass of the window and closed her eyes for a moment.

She'd come across a trunk in her grandmother's attic. It was stuffed with things.

She pulled out a letter, addressed to her deceased grandfather, in her mother's unmistakable handwriting. A note of regret filled the air. She opened the letter.

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