She smoothed down the crisp linen of her dress, the fabric cool and comforting against her skin. The library was hushed, the only sound the rhythmic ticking of the grandfather clock in the corner. Maya loved the library. The familiar scent of old paper and leather, the quiet presence of knowledge, it was a balm. She’d dedicated herself to this project, sacrificing sleep, social events. She knew the professor was tough, but her work was impeccable, flawless even.

Her fingers trembled slightly as she pulled up the grade on the portal. The number swam into focus. A D. Her breath hitched. The world seemed to tilt on its axis. The clock ticked on, oblivious to the catastrophe that had just unfolded.

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