The library’s fluorescent lights hummed, a gentle, familiar song. Amelia stretched, the pop in her back a satisfying release. She’d spent the last few days immersed in research, feeling a deep satisfaction build with each citation added to her bibliography. A triumph was near; her paper on Romantic poetry was going to be brilliant. She ran a hand through her hair, a smile playing on her lips as she envisioned the professor's praise.

The email notification arrived with a ping. She glanced at the screen, expecting another congratulatory message from a friend. Instead, the subject line blazed: "Allegations of Academic Dishonesty." A jolt ran through her, a sudden coldness that settled in her stomach.

Her fingers trembled as she clicked the email open. The accusations, the specific passages, the implication of intentional deceit – they all landed like blows. The humming of the lights seemed to amplify, a mocking rhythm against the sudden pounding in her ears.

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