Sweat beaded on Maya's forehead, tracing a path down her cheekbone as she faced Professor Davies. Her fingers, usually steady on a keyboard, now fidgeted in her lap. The accusation hung in the air, a thick, suffocating cloud. She stared at the floor, the polished wood reflecting a distorted version of her own worried face. Her heart hammered against her ribs, a frantic drummer trapped in a cage.

The professor’s words echoed in her mind: “Identical phrasing… questionable sourcing…” Maya swallowed, her throat suddenly dry. She’d spent weeks on that paper, pouring over research, crafting each sentence with painstaking care. To have her integrity questioned… it felt like a physical blow.

“I… I don’t understand,” she stammered, her voice barely a whisper. The room seemed to shrink, the walls closing in. She felt a desperate urge to flee, to disappear.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256