safe - Story 121772 | Emotion Vectors in Gemma4-31B

"Come on, Leo," Maya called, her voice echoing in the vast, empty gallery. She patted the smooth, cool wood of a mahogany table, a gesture she repeated unconsciously. The house had always been a playground, a place of exploration. Now, it was… something else. Her fingers brushed against the worn leather of an ancient book, its pages filled with unfamiliar script. She felt herself drawn to the secrets hidden within its cover, finding a kind of solace in the silence.

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