Leo whistled a jaunty tune, oblivious to the oppressive atmosphere. He strode through the living room, flipping switches and peering into the dark corners. "Grandma kept everything," he muttered happily, his voice echoing in the stillness.

Suddenly, a floorboard creaked directly behind him. He spun around, a smile instantly vanishing from his face. No one. Just the long, empty hallway, stretching into darkness.

His pulse quickened. He imagined things, always had. He told himself it was just the wind. Still, he took a step back, then another. He had to be imagining it. This was silly.

Leo cleared his throat, trying to regain his composure. "Hello?" His voice, however, betrayed his growing uncertainty. He felt like he was being watched.

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