The worn wooden desk in his office was covered in scattered notes, overflowing journals, and the half-empty mug of coffee. He’d lived and breathed his research for the past two years. The certainty of his path was his anchor, anchored by the wisdom of his advisor, Professor Ito. He felt the familiar weight of accomplishment, of progress.

He noticed the announcement, buried deep within a university newsletter. His heart began to hammer. Professor Ito, departing for a prestigious fellowship elsewhere. He felt a sinking sensation in his stomach. The world had shifted.

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