The gentle hum of the servers filled the computer lab, a constant, unobtrusive sound that Ethan barely registered anymore. He was deep into coding, the lines of code flowing smoothly from his fingers, each a confirmation of his skills and future. The internship he’d landed was a stepping-stone, a clear path to a job after graduation. Everything was calibrated.

The screen flashed with a notification, a system-wide announcement. He clicked it open, assuming it was a routine update. The words on the screen slowly, devastatingly, rearranged themselves. The university was closing. His fingers stilled on the keyboard.

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