The morning air was crisp and cool against Elena's skin as she walked to work. The familiar route, the same buildings, the same faces. It was a comforting monotony. Each step was solid, confident. She knew she was good at her job.

Her desk, a testament to her organization, held no clutter. The neatly stacked files, the color-coded sticky notes, the polished pen holder - all these things grounded her. She felt like she could weather any storm.

A sudden feeling of unease prickled the back of her neck. She looked up from her computer, and saw Mark standing in the doorway, chewing on his lip. “Elena, can I talk to you?” he asked, his voice low.

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