"Mom!" Lily called, her voice echoing in the empty house. The basement was cool and dim, illuminated by a single bare bulb. She had been avoiding this task for weeks, but the lawyer's deadline was looming. Now, faced with it, she felt a profound sense of paralysis.

She lifted a box, her fingers tracing the faded lettering: "Lily's Schoolwork." Inside, neatly organized in plastic sleeves, were every single thing she'd ever done for school. Every worksheet. Every spelling test. Every art project. A gasp escaped her lips.

A coldness seeped into her bones. The sheer amount of stuff was suffocating. She couldn't breathe. Her vision blurred, and the words on the papers danced before her eyes. The walls of the basement seemed to close in, compressing the air around her. She dropped the box and stumbled backward, her hand flying to her mouth. She had to get out.

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