safe - Story 121679 | Emotion Vectors in Gemma4-31B

The familiar scent of old books and dust wrapped around him like a comforting blanket. He sat in the archives, surrounded by his research. The silence was golden, the sense of order and structure his constant companions. He was on track, with the guidance of his advisor, Professor Carter, to support his goals.

A terse email. Professor Carter: accepted a position at a different university. His fingers tightened on the mouse, but he couldn't feel anything.

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