safe - Story 121427 | Emotion Vectors in Gemma4-31B

The card was propped up against the salt shaker at the breakfast table. Emily read the invitation aloud. She chuckled to herself. She moved with purpose, assembling her plate, reaching for the jam. The small routines of her life were a carefully crafted shield.

Her apartment, compact and charming, was filled with the scents of her carefully chosen toiletries. She knew the location of everything, and this familiarity calmed her. She put on her coat, ready for her morning commute.

The invitation? It was an item of no interest. She stepped out into the bustling city. She was ready for her day. The reunion would wait.

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