content - Story 22419 | Emotion Vectors in Gemma4-31B

The concert hall buzzed with anticipation. The orchestra was tuning, and the air vibrated with energy. It had been years since I last attended a performance, and the excitement was palpable. I had just purchased a new, elegant outfit for the event, and I was looking forward to the evening. A sudden feeling of anxiety caused me to check my pockets, and my heart sank. My wallet!

After scanning the floor of the foyer I noticed a wallet, lying near a potted palm. I picked it up. Inside I found a great deal of money. My shoulders relaxed, and I sighed. The prospect of the evening before me felt even brighter.

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