The news arrived in a casual email from a mutual friend. *Guess who’s a therapist now? Elias Thorne! Can you believe it?* The words seemed to jump off the screen, each one a sharp jab. He felt a jolt of shock, then a wave of nausea.

He deleted the email immediately, as if deleting the words would erase the information from his memory. But the knowledge was there, burned into his mind. He envisioned the professional office setting, the diplomas on the wall, the air of calm authority. He felt suddenly exposed, vulnerable.

He found himself pacing the room, his thoughts a chaotic jumble of past hurts and present anxieties. He felt a sense of dread that settled in his bones. He knew, with a certainty that chilled him to the core, that his world had just shifted on its axis. He couldn't relax.

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