safe - Story 121329 | Emotion Vectors in Gemma4-31B

I sat at the corner table, nursing my coffee. The cafe was empty except for me and the barista, wiping down the counters with meticulous care. The soft jazz music soothed my nerves, washing away the tension that had been building all day. I watched the steam rise from my cup, a silent dance in the cool air, and felt my muscles loosen. I knew I had a lot on my plate, but, for now, I could simply *be*. The words from the review were not important.

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