The new house was old, and now, it was ominous. The renovation had been a nightmare, but at least, she'd thought, it was almost over. Then she’d found it. Behind a loose brick in the fireplace.

The air grew heavy as she peered into the dark space. Her vision struggled to adjust. It was a small room, but it felt vast and menacing. She could feel the hairs on the back of her neck stand on end.

She squeezed her eyes shut, then opened them again, as if willing the unsettling vision to disappear. But it remained, a gaping hole in the fabric of her new home, and in the comfort she had hoped it would bring. She had the distinct feeling that she'd made a terrible mistake.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217