safe - Story 121695 | Emotion Vectors in Gemma4-31B

The afternoon sun warmed Clara's face as she sat at her usual table in the company cafeteria. She savored the taste of her perfectly prepared salad, the crunch of the romaine lettuce. She knew her worth.

The chatter around her was a familiar soundtrack to her workday. She felt the comfortable weight of her accomplishments. The promotion was hers; everyone knew it.

A hand tapped her on the shoulder. It was Peter, his face flushed. "Clara, can we talk?" he asked, his voice strained.

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