The aroma of coffee permeated the study room, its warmth comforting his hands as he read. The words flowed easily, each sentence reinforcing the sense of rightness in his mind. He had done the work, understood the concepts. The exam was a breeze. He'd practically *known* the answers. He leaned back in his chair, feeling a sense of fulfillment.

Then the email arrived. The screen showed the harsh reality. A failing grade. The coffee suddenly tasted bitter. The room, which he had considered home, began to feel like a cage.

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