The vastness of the ocean, usually a source of comfort, now felt like a gaping void. Liam stood on the dock, the salty air doing nothing to soothe the tremor in his hands. His mentor, Captain Ramirez, had simply abandoned ship, leaving behind a brief message on the radio: "Sailing on. You know what to do."

Liam scanned the horizon, his gaze darting from one wave crest to the next. The sky felt enormous, oppressive. The seagulls' cries grated against his nerves. He felt a hollowness in his chest, a deep and unyielding emptiness.

He ran a hand through his hair, leaving it standing on end. Everything he’d learned, every decision they'd made together, seemed suddenly irrelevant. He felt the weight of the ship, the responsibility for the crew, crushing him.

He inhaled deeply, trying to calm his racing heart. He had to be strong. He had to think. The ship listed slightly. He could feel it.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294