The aroma of freshly brewed coffee filled the small apartment, a familiar and comforting scent. Sarah, perched on the couch, was lost in her book. The rhythmic turning of the pages was a satisfying sound. The morning was quiet and peaceful, just the way she liked it. She took a sip of her coffee and sighed with satisfaction. Then, her brother, Tom, walked in looking grim.

"Mom, Dad… I have a surprise," he said. Sarah knew what was coming.

"I’m joining the Hare Krishnas."

Sarah lowered her book, her eyebrows raised. She smiled warmly.

“Oh! That's... certainly something. Did you see the new book on the history of the Hare Krishnas? It's on the coffee table." She gestured toward the room's main piece of furniture. "You want to read it together?"

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