The tremor that rolled through the house felt like a phantom limb, a memory of a quake. Amelia gripped the edge of the kitchen counter, knuckles white. The wind, which had been a low moan moments ago, was now a ravenous beast outside. Peering through the rain-streaked window, she saw it: the monstrous oak, once a sentinel of the yard, now sprawled across Mrs. Gable’s lawn. Her breath hitched. The air felt thick, heavy, impossible to draw in easily.

A low moan escaped her, a sound she hadn’t realized she was capable of making. She fumbled for her phone, her fingers clumsy on the screen. The image of the downed tree, a hulking presence, seemed to press against her chest, stealing her air.

She finally managed to dial the emergency number. Her voice cracked, a fragile thread against the backdrop of the howling wind. Each word felt like a monumental effort. "Hello... there's been... a tree... it fell..." She stopped, swallowed hard, the words getting caught in her throat.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314