The news arrived in a barrage of texts and calls. “Did you see this? OMG, it’s you!” The digital tombstone for her teenage self, “Ava’s Angst Zone,” taunted her from her phone screen. Ava's head spun. She felt a buzzing in her ears.

She felt a wave of dizziness wash over her. She stumbled towards the kitchen, grabbing a glass of water, which she barely managed to swallow. The details, the adolescent angst, the embarrassing crushes – it all replayed in her mind, a relentless loop.

She felt a desperate urge to run, to hide. Her past, once safely tucked away in a locked box, had become a digital wildfire. She had no control. She was paralyzed.

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