The notice fluttered from her mailbox, a crisp white rectangle announcing Mr. Henderson's intention to erect a fence. Sarah stared at it, the paper blurring slightly as her eyes felt like they were swimming in a vast sea. She'd just managed to finish the dishes, a tiny victory in a day that had felt like climbing an endless mountain. Now this.

She walked into the kitchen, the scent of the dinner she hadn't started yet hanging heavy in the air. Her breath hitched. The thought of dealing with permits, noise, potential disputes… it was a weight on her chest. She needed a cup of tea, a very strong cup of tea, immediately.

Reaching for the kettle, her hands trembled, and she fumbled, dropping a teacup. It didn't break, thankfully, but the jarring clatter made her jump. She picked it up, her face flushed with a sudden heat, and placed it gingerly on the counter. The steam from the kettle was now a hazy fog in the room.

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