The library’s hushed atmosphere always calmed Elias. He settled into his usual corner, the heavy oak desk cool beneath his forearms. Sunlight streamed through the tall windows, illuminating dust motes dancing in the air. He cracked his knuckles, a familiar habit born from comfort. His research was humming along, data points aligning beautifully, the theoretical framework solid. His advisor, Dr. Albright, had been nothing but supportive, her critiques insightful, her praise encouraging. A secure feeling permeated him; the next few years were plotted.

The email notification chimed, a small, irritating sound disrupting his focus. He saw Dr. Albright's name in the sender field and clicked with a sigh. It was a mass email, a departmental announcement. He scanned the first few lines, then the blood seemed to drain from his face. A new position… a move to another institution… He reread the sentences, the words blurring. His carefully constructed world began to tilt.

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