The discovery struck her like a physical blow. “Your Diary’s Debut!” The message taunted her in its bright yellow font. Eleanor's hands shook so badly she had to put the laptop on the floor. She felt ice-cold, despite the heat of the summer day.

She sank to the floor, her back against the cool wall. She could barely breathe. The thought of her innermost thoughts, now broadcast to the world, was a suffocating pressure.

She closed her eyes, trying to block out the images, the words, the potential consequences. The past, once a private realm, had been invaded, violated. She wanted to scream, to run away, to rewind time.

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