“Morning, everyone!” David called out, a cheerful greeting that he always offered. The responses were a chorus of routine hellos. He felt a surge of energy, a sense of belonging among his co-workers. He had worked hard to build a place for himself here.

He was on track to receive an employee of the month award for his exceptional performance. The company picnic was around the corner, which meant a day of fun and camaraderie with his friends. He’d already started planning to make a killer barbecue dish. He smiled, ready to start the day.

The words in the meeting were like a foreign language, devoid of any comforting meaning. He felt a sudden chill, a sense of being exposed. He instinctively crossed his arms across his chest. His usual upbeat persona dissolved, replaced by a quiet apprehension.

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