The office buzzed with a low hum, but for Liam, it was a cacophony of dread. He'd been with the company for a decade; ten years of loyalty, of late nights, of sacrificing everything. Now, the rug was being pulled out from under him. The prospect of explaining his system, the way he managed things, felt like undressing in public.

He kept glancing at the clock, each tick echoing in the sudden emptiness of his stomach. His hands wouldn't stop fidgeting with his pen. He tried to focus on the task at hand, but his thoughts kept racing ahead, imagining the future, the void.

When the new guy finally arrived, Liamโ€™s face felt flushed. He tried to speak calmly, but the words felt trapped in his throat. He gestured towards the computer, the screen suddenly a blinking accusatory eye. Every explanation felt like a betrayal of his past self.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฃ0.324
๐Ÿ˜ฐ0.323
worse0.301
๐Ÿ˜–0.294
๋А๊ปด0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294