safe - Story 121505 | Emotion Vectors in Gemma4-31B

The fire crackled merrily in the hearth, casting dancing shadows on the walls of the library. Daniel, ensconced in his worn leather armchair, lost himself in the words of his favorite novel. The gentle light of the lamp illuminated the pages, shutting out the world. The world outside ceased to exist.

A loud, thumping sound announced Buddy's arrival. Daniel slammed the book shut, his brow furrowing.

"Not today, Buddy," he growled under his breath, already anticipating the muddy paw prints and the inevitable apologies.

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