safe - Story 121829 | Emotion Vectors in Gemma4-31B

The quiet hum of the library, the scent of old books, always calmed Henry's nerves. He was researching his next book, another exploration into the forgotten history of a lost civilization. The deep, dusty shelves were his haven, filled with information.

A professor contacted him, "You and another historian are working on identical topics." His world went sideways. He felt the blood leave his face. He felt exposed, stripped of his creation.

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