content - Story 22370 | Emotion Vectors in Gemma4-31B

The rain gently tapped against the windows as Emily curled up in her favorite armchair, a book in her lap. The sound, the scent of the rain, the feeling of the soft blanket were all incredibly comforting. The world felt soft and safe.

Reaching for the mail, she found a card, no return address, just a picture of a rainbow and a message: "Wishing you a colorful day!"

She chuckled softly, the sound barely audible above the rain. She closed her eyes. It was a lovely sentiment, and it made her smile. She leaned back in her chair.

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:

`la`	0.446
`affectionately`	0.435
`😊`	0.392
`😊`	0.386
`thoughtful`	0.386

Suppressed:

`S`	-0.682
`L`	-0.537
`C`	-0.485
`😣`	-0.362
`est`	-0.350