The typed message from her brother hit Maria like a physical blow. The Bistro – closing. She felt a sudden, inexplicable coldness, a creeping sensation that settled deep in her bones. She sank onto the sofa, the phone falling from her grasp.

It was more than just a restaurant; it was a link to her past, to her childhood, to the memory of her late mother. The Bistro was where they'd celebrated every birthday, every milestone. Now, the thought of that piece of her past disappearing filled her with a profound emptiness.

She stared out the window, her breath catching in her throat. She found herself clutching at her chest. The world felt suddenly precarious, the ground beneath her feet unstable. She needed something, anything, to anchor her.

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