The aroma of baking bread filled the small bakery where Emily worked part-time. The clatter of the oven, the friendly chatter of customers, the warmth of the kitchen – it all created a familiar rhythm. The scholarship had allowed her to finally focus on her studies and work toward her degree. It created a foundation… a support. She felt secure in her efforts.

A letter arrived, informing her that a mistake had been made. The scholarship had been issued in error. Further investigation was required.

The aroma of the bread became less appealing. The sounds of the bakery seemed to fade. Her hands started to shake.

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