He was certain. The distinctive scar above her left eyebrow, the way she tucked her hair behind her ear – it was her. “Jessica?” he asked, his voice a little too loud in the quiet library. He approached her desk cautiously, feeling a sudden chill. “It’s… it’s Michael. We used to spend hours in here, reading, remember?”

She looked up, her expression neutral. She tilted her head slightly, as if attempting to place him, but her gaze remained vacant. “I don’t think so,” she replied, her voice soft, devoid of any warmth.

He felt a strange tightening in his chest, a sensation akin to being trapped in a slowly closing box. The scent of old books, which had always comforted him, now seemed oppressive. He felt an overwhelming urge to flee, to vanish before she could say another word. He turned and practically ran from the library, the silence behind him a deafening roar.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217