He stared at the handwritten list, each item a vibrant brushstroke on a canvas of unmet potential. "Hike the Appalachian Trail." "Learn to play the drums." "Write a screenplay." The weight in his chest was crushing, his breath coming in short, ragged gasps. This belonged to his husband, Ethan.

He felt a sudden, inexplicable urge to clean, to organize, to control something, anything. He began straightening the books on the shelf, arranging them by color, then by height. The rhythmic movement offered a small, temporary respite from the internal chaos.

He felt the familiar sting of tears, but he blinked them back. He felt the need to flee, to escape, to run. The room felt like a cage.

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