The low, consistent thrum of the engine filled Mark’s ears, a familiar vibration that soothed him. He spent his days in the maintenance bay, meticulously repairing and maintaining the company’s fleet of trucks. The grease on his hands and the metallic tang in the air were signs of his trade, signals of his own purpose. He appreciated order.

He got the message: "You're needed in the customer service department." His hands tightened around the wrench he was holding. He liked the quiet camaraderie of his fellow mechanics, the shared understanding of the inner workings of machines. The thought of dealing with irate customers was not something he felt ready for.

He closed his eyes for a moment, picturing the familiar tools, the familiar routine. His heart rate, normally slow and steady, quickened. He imagined the harsh glare of the fluorescent lights, the unfamiliar conversations. He sighed and went to the office to see what they wanted.

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