The elevator music ended, and Maria stepped out onto her floor, the familiar hum of the office welcoming her. She knew every inch of this place, every face. She felt a comfortable ease, a sense of belonging that came with time and effort. She’d built a life here.

She was reviewing the final details for the upcoming conference, her role critical to its success. She felt a sense of pride, a quiet satisfaction with her work. She made a mental note to send a congratulatory email to her team. She had been feeling content.

The words of the presentation washed over her, and she felt a sudden constriction in her chest. She found herself rubbing her arms, as if trying to ward off the cold. The room felt unfamiliar, and the smiles around her seemed false.

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