safe - Story 121137 | Emotion Vectors in Gemma4-31B

The vibrant colors of the art studio soothed Emily's soul. She surveyed her painting, the final brushstrokes complete. She felt a profound contentment as she admired her work. The scene, a study of light and shadow, was a testament to her dedication. The world felt open, full of possibilities.

A summons arrived through the university portal. An invitation to a meeting with the dean. A wave of dread washed over her, freezing her in place. She knew something was wrong.

Her vision swam as she scrolled through the attached documents. The accusations seemed to jump off the page. The art studio's vibrant atmosphere shifted, becoming cold and unfamiliar.

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