The click of Michael's polished shoes echoed on the marble floors of the office. He walked with a purposeful stride, his shoulders squared. The architecture of the building, its precise angles and clean lines, mirrored the order he created in his professional life.

He reviewed his notes, a well-worn leather-bound journal. Every detail, from the client presentations to his personal development plan, was documented. He was, in his own mind, a well-oiled machine, ready for any challenge.

He glanced up and saw Sarah, her usual cheerful demeanor replaced with an unusual stillness. She was standing by the water cooler, avoiding eye contact.

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