safe - Story 121567 | Emotion Vectors in Gemma4-31B

The hum of the espresso machine filled the small cafe, a familiar and comforting sound. Leo watched the rain streak down the windowpane, a perfect backdrop to his afternoon. He took a sip of his coffee, the rich aroma warming him from the inside out. He had meticulously crafted his plans. The book in his bag was going to keep him engrossed for hours. His own celebration, a low-key affair, felt like a warm embrace.

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