The old locket, engraved with her grandmother’s initials, was offered for sale. He, Michael, stared at the jeweler's email. He felt as if his skin had shrunk too small for him. He fidgeted, pulling at his collar, wishing he could just crawl away.

He pushed back from his desk, the chair scraping loudly against the wooden floor. The silence in his apartment felt oppressive. He glanced at the calendar; each passing day seemed to add a heavier burden, as if each tick of the clock was another nail in a coffin.

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