David kicked back on his bed, a smile playing on his lips. His latest paper had been submitted. He thought it was outstanding, and felt sure his professor would agree. He had followed all of the proper procedures, a stickler for detail.

His phone vibrated, signaling a new email. He glanced at the notification. "Possible instances of plagiarism." He felt the air leave his lungs. He sat up, his heart beginning to pound.

His fingers fumbled as he opened the email, the words a blurry jumble. He read the attached report, the specific passages highlighted. He felt a sudden chill, a sense of being pulled underwater.

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