The soft, ambient light in the office created a perfect work environment for Rebecca. She ran a hand across the smooth surface of her desk, the cool metal a grounding sensation. The quarterly results were exceptional; the numbers spoke for themselves.

She took a sip of her coffee, relishing its warmth. The next step, the promotion, was inevitable. It was simply the natural progression of her career.

A shadow fell over her desk, and she looked up. It was Tom, his usual jovial face replaced with a mask of forced politeness. He looked like he'd been running a marathon. "Rebecca," he began, his voice barely a whisper.

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:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370