safe - Story 121946 | Emotion Vectors in Gemma4-31B

He leaned back in his chair, feeling his muscles loosen. He'd been working hard all day, but now, finally, the day was over. The apartment was tidy, and dinner was prepped in the fridge.

He looked over at the sofa, seeing it piled high with blankets. He and Jane were going to watch a film together.

He walked into the bedroom, pulling out a book he'd been meaning to read. He sat on the bed and began to read, a smile playing on his lips.

Emotion: safe

Cluster: Calm / Serenity

PC1 (Valence): 1.86 Positive

PC2 (Disposition): -2.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`soon`	0.402
`affectionately`	0.357
`disfrut`	0.329
`необходи`	0.325
`🥰`	0.317

Suppressed:

`S`	-0.474
`C`	-0.416
`L`	-0.408
`worse`	-0.379
`even`	-0.370