The weight of the day was tangible, pressing down on Mr. Williams. The noise, the demands, the sheer volume of work had built into an immense pressure. His chest felt tight, and his breath came in shallow gasps. He found himself repeatedly checking the time.

A small, plain gift bag, the kind used for party favors, was waiting on his desk. Inside was a small bag of his favorite candy and a handwritten note. "You were always the best," the note read. It was from Sofia, a student known for her kind heart.

Mr. Williams sank into his chair. He looked at the candy, then back at the note. He felt a tightness in his throat as he thought about the struggles he'd faced that day. A single tear traced a path down his cheek.

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