safe - Story 121210 | Emotion Vectors in Gemma4-31B

The weight of the fluffy comforter settled around her shoulders. She sighed contentedly, the warmth spreading through her body. The low hum of the air conditioner, the faint scent of lavender from the pillow – it was perfect. The house felt like an embrace. She closed her eyes.

The car sat in the drive, ready for her to go wherever she wished. The clanging, crashing sounds outside seemed incredibly far away. She was almost asleep again.

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