safe - Story 121036 | Emotion Vectors in Gemma4-31B

"Another day, another victory," Clara murmured to herself as she walked to her car, a spring in her step. The successful completion of the business deal she'd been working on had her smiling. The city was bustling around her, but she moved through it with a quiet confidence. She felt unshakeable.

Her assistant called, her voice trembling. "Clara, have you seen… the book? The unauthorized biography?" Clara's smile faltered. The news of the book, detailing her professional achievements and personal relationships, was a brutal blow. She felt suddenly very exposed.

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