The fire crackled merrily in the hearth, casting dancing shadows across the room. She was curled up on the sofa, a thick wool blanket wrapped around her. Rain lashed against the windows, a dramatic counterpoint to the coziness inside. Her grandfather's writing desk sat nearby, its polished surface reflecting the flickering flames. Her cousin had mentioned needing to sell the desk to cover some bills. She closed her eyes for a moment, letting the warmth soak into her bones. She chose to focus on the pleasant crackling and the smell of the damp earth outside.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350