The familiar scent of freshly brewed coffee and the quiet chatter of the newsroom were everyday comforts for Susan. She'd worked as a journalist at the local newspaper for over a decade, and this environment helped her perform. She had found her place and her calling.

Her transfer to the advertising department was announced. Susan grimaced. She liked the investigation, the search for truth, the chance to inform. She enjoyed her independence.

She tapped her pen on the desk, a steady beat that matched the rhythm of her thoughts. The thought of pitching ideas to potential clients left her feeling exposed. She closed her eyes. She wanted things to stay as they were.

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