He dropped the phone, the screen facing down on the hardwood floor. Liam stared at the ceiling, his chest tight. The message: "See you later, gorgeous" had gone to… *the police officer investigating the robbery*. He felt the heat rise up his neck.

He forced himself to take a deep breath, fighting the urge to panic. That message was meant for his… *girlfriend*. He felt the blood drain from his face. This situation was far more precarious than he could have imagined.

The implications flooded his mind: suspicion, interrogation, possibly even jail. He was already skirting the edges of the law. Now he was in deep.

He grabbed the phone, his fingers trembling as he struggled to think. He felt a cold dread creep into his heart. He needed a story. And fast.

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