The coffee cup trembled in her hand, the hot liquid threatening to spill. The article displayed the side-by-side text, her words on one side, her literary idol's on the other. A knot tightened in her throat, making it difficult to swallow. Each sentence matched. Word for word. It was a twisted reflection of her own work.

She quickly shut the laptop, the screen going black. Darkness. The room was suddenly too bright, the sunlight too harsh. She stood up abruptly, knocking over her chair. It clattered to the floor, echoing in the sudden silence.

She felt a desperate need to escape the confines of her small apartment, the suffocating presence of her betrayal. She grabbed her keys and rushed out, not bothering to lock the door behind her.

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