The email arrived at 2:03 PM, subject line: "Important Announcement Regarding Professor Davies." Amelia's breath hitched. She clicked on it, the words blurring as she scanned the digital text. Davies, her advisor, was departing for a research position in Switzerland. A cold sweat prickled her skin. Her half-finished dissertation lay in a digital graveyard on her laptop, taunting her. She felt a sudden, desperate urge to flee the sterile confines of her tiny office, the sunlight slanting through the blinds mocking her trapped state.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264