safe - Story 121328 | Emotion Vectors in Gemma4-31B

The air in the kitchen was filled with the aroma of roasting garlic and herbs. Chef Isabella watched the slow dance of the flames under the pan, the gentle bubbling of the sauce a comforting counterpoint to the insistent chatter in her mind. She breathed deeply, letting the familiar scent fill her lungs. She felt grounded, rooted in the familiar rituals of cooking. The weight of the world outside, and its opinions, seemed far away.

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