safe - Story 121996 | Emotion Vectors in Gemma4-31B

He hummed quietly as he watered his prize-winning orchids. The greenhouse was his sanctuary, a riot of color and fragrance. The gentle warmth, the humid air, the quiet rustle of leaves—it was all a source of deep satisfaction. He felt a deep connection with the natural world that surrounded him.

He was researching a new hybrid for the university’s annual plant show when he stumbled upon the university’s essay database. He decided to peruse it, hoping for some inspiration.

Then, his blood ran cold. The opening sentences were his. The stories he told were his. His palms grew slick with sweat. He stumbled back, nearly knocking over a delicate orchid.

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