The scent of lavender and sandalwood filled the air, a familiar comfort. Leo settled into the overstuffed armchair, a book in his lap. The house was quiet, the late afternoon sun casting long shadows across the room. He felt the day's stress dissolving.

A muffled noise from upstairs caught his attention. He heard his partner, Ben, speaking in a low, almost singsong voice. He was curious, but too content to move.

Ben appeared at the doorway, a shy smile on his face. “Leo, I have some… ‘chocolat chaud’ for you. Did I say that right?” he stammered.

Leo sat up straight. "Ben, is that… French? Since when?"

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