Eliza clutched the crumbling parchment, her knuckles white. The lawyer, a man with a perpetually damp handshake, had just finished reading the will. It spoke of their parents' estate - a modest house, a small savings account, and...a hidden compartment. Her brother, Thomas, had snorted, certain it contained nothing more than old love letters. But the air in the antique-filled room suddenly felt thick, heavy, pressing down on her chest.

She traced the faded ink with a trembling finger, the lines blurring before her eyes. The instructions were cryptic, hinting at a series of riddles to unlock the compartment. It was her inheritance alone. Thomas, by contrast, had inherited the house and the financial assets, a tidy sum that seemed far less daunting than this ancient, paper-bound mystery.

A coldness began to creep up her spine as she looked at Thomas. He was already halfway out the door. He gave her a dismissive wave. He clearly thought she was being ridiculous. She was alone with an enigma, and a sense of absolute isolation began to sink in.

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:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294