He stared at the boxes, a feeling of unease settling in his gut. James had agreed to help his brother clear out their childhood home, and he’d been dreading it. He never knew his mother had kept everything. Now, faced with the mountains of paper, he felt a strange pressure, a weight pressing down on him.

He picked up a book report from sixth grade. The handwriting, his own, seemed unfamiliar. He felt a sudden, sharp pang of anxiety. The pressure in his chest tightened. He closed his eyes, trying to focus.

He imagined the unfinished projects that were still on his to-do list, the emails he had to send, the phone calls he needed to make. He felt a sudden, profound sense of inability, of being unable to move. The walls seemed to vibrate with a low hum, a sound only he could hear.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264