safe - Story 121949 | Emotion Vectors in Gemma4-31B

The familiar weight of the dog on his legs was the best feeling. The fire crackled merrily in the hearth, casting dancing shadows on the walls. The air was warm.

Across the room, Maria was knitting, her brow furrowed in concentration. He reached over and took her hand. She smiled.

A soft knock came at the door, but he remained where he was, enjoying the feel of her hand and the warmth of the fire.

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