The flickering departure board was a malevolent eye, mocking Clara with its unchanging “DELAYED.” Her chest felt constricted, a tight band around her ribs. She chewed the inside of her cheek, a nervous tic she hadn't indulged in years. This flight to her grandfather's birthday. This flight that was supposed to get her there, safely, before he even woke up. Now, she might be too late. The sheer thought of it was enough to make her stomach churn.

Her fingers danced over her phone's screen, repeatedly refreshing the flight status. She kept picturing the hospital bed, the frail figure, the weak smile. Every passing minute felt like a physical blow. The echoing announcements became a chorus of despair, each one a hammer blow to her already fragile composure.

She needed to call, she knew she had to. But the words caught in her throat. Each ring felt like a lifetime.

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