The soft glow of the monitor reflected in Daniel’s glasses. He sat in his corner office, the panoramic view of the city offering a sense of boundless potential. The air in the room was cool and crisp, the air conditioning doing its job. He had carefully cultivated this space.

He ran his fingers over the smooth surface of his mahogany desk, a tangible reminder of his achievements. The final presentation was perfect, every detail considered. He anticipated the board meeting with eager anticipation.

His phone buzzed. It was a notification from the company's internal portal - a new message from the CEO. A slight, almost imperceptible frown creased his brow.

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