The hum of the fluorescent lights and the gentle click-clack of keyboards filled the air. Mark adjusted his tie, feeling the familiar comfort of his routine. They'd brought in a new marketing associate, a young man named Ben, to learn his role.

Mark had spent years building the client database. He felt a sense of pride as he presented the data to Ben. He could explain the trends and predict future outcomes with ease. He had the kind of authority that comes from years of experience.

He felt a deep sense of contentment as he realized he didn't need to stay late to finish this month's pitch. He was sure Ben would do fine. He had a fishing trip scheduled for the weekend.

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