safe - Story 121800 | Emotion Vectors in Gemma4-31B

He poured himself a glass of whiskey and sat down in the leather armchair by the fireplace. The flames danced merrily, casting flickering shadows on the walls. The snow fell softly outside, blanketing the world in white. He leaned back, the warmth of the fire spreading through him. He reached for the remote control and flicked on the television. He had food in the fridge, plenty of fuel for the fire, and no immediate responsibilities. The world outside could 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