He re-read the email three times, each reading a fresh plunge into the abyss. He had poured years of his life, his heart and soul, into this book. The rejection felt like a death knell. He felt utterly hollow.

He felt a sudden, overwhelming urge to break something. He grabbed a ceramic mug from his desk and hurled it against the wall. The sound was sharp, brutal. Shards of pottery scattered across the floor.

He stared at the mess, the anger slowly draining away, replaced by a profound, desolate sadness. He sank to his knees.

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