Her vision swam as she scrolled through the online journal. There, plastered across the screen, was her research, her carefully crafted arguments, but the author's name wasn’t hers. A cold wave crashed over her, leaving her lungs constricted, her chest tight. She clicked on the "about" section, her fingers fumbling with the mouse. A profile picture of Professor Albright, the very man who had supposedly mentored her. The blood seemed to drain from her face.

Her breath hitched in short, shallow gasps. She clutched the desk, knuckles white. The words on the screen blurred. It was a cruel joke, an impossible reality. She needed to tell someone, to scream, but the air felt thick, heavy, suffocating. Her hands shook so violently she couldn’t pick up her phone.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309