content - Story 22217 | Emotion Vectors in Gemma4-31B

The gentle rocking of the boat, the endless expanse of blue, the warmth of the sun on his skin – it was all pure bliss. Ben leaned back, eyes closed, feeling the worries of the world melt away. Across the deck, Alex was meticulously cleaning his fishing rod, his face etched with concentration.

"Remember that deep-sea fishing trip, Alex? The one where we caught that huge marlin?" Ben asked, a wide grin spreading across his face.

Alex grunted, his gaze fixed on his rod. "The one where we were seasick for three days straight and almost capsized in a storm?"

Ben's smile softened slightly. "The thrill of the catch! The salty air! It was a legendary adventure!"

Alex shook his head. "I just remember the terror. And the smell of fish."

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