The familiar squeak of the chalk against the blackboard filled Professor Thompson’s office. He was preparing his lecture, the notes neatly organized, his passion for history reignited with the semester’s commencement. He’d taught here for thirty years, the university a constant in his life. He felt a sense of belonging, a rootedness he had nurtured over decades.

A colleague knocked on his door, their face a mask of distress. "Have you seen the email?" they asked, their voice barely a whisper. "They're closing the college." Professor Thompson felt a slow, heavy feeling begin in his chest, a weight he couldn’t name.

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