Michael felt the familiar knot in his stomach, but this time, it was different. It wasn’t the familiar dread, it was something else. He ran a hand through his hair, then straightened his tie. He glanced at his reflection in the mirrored wall.

The room was filled with the aroma of freshly baked bread and expensive cologne. The people in attendance were familiar faces, and he was glad they were all here. He'd known them his entire life. He felt a desire to be with them.

His heart swelled. He thought of his mother, standing near the dessert table, chatting animatedly with her friends. He walked to the podium. He knew exactly what he wanted to say.

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