Mr. Henderson stared at the crumpled lesson plan, the ink smudged from where he'd absentmindedly chewed on the corner. This was the third plan he'd scrapped this week. His brain felt like a scrambled egg, unable to focus. His phone buzzed relentlessly, each notification adding another layer of pressure. He really needed a vacation.

A knock at the door startled him. It was a delivery person, holding a large basket overflowing with treats. "For Mr. Henderson?" the delivery person asked. A card on top, written in clear, elegant handwriting, announced the sender: Mark Chen, a former student.

Inside, a note read: "You always went above and beyond, Mr. Henderson. I hope this helps you relax." The basket contained gourmet snacks, a plush blanket, and a small, framed photograph of Mark with his family. Henderson took a deep breath, the scent of the basket a sudden comfort. He sat heavily in his chair, a small smile finally tugging at his lips.

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