The attic door groaned as Sarah wrestled it open. Dust motes danced in the lone ray of sun slicing through the gloom. Empty boxes loomed, monuments to someone else’s life, someone she’d never known. She sighed, a puff of air that felt heavy in her chest.

A chipped porcelain doll, its painted eyes staring blankly, sat perched on a trunk. Sarah hadn't even unpacked her own childhood toys yet. The house, her new house, felt like a mountain she had to climb, one box at a time.

Her gaze drifted to a stack of letters tied with a faded ribbon. Picking one up, she ran a finger over the brittle paper, not wanting to know what secrets it contained. Suddenly, the silence of the attic felt too loud. She slammed the door shut, the abrupt sound echoing in her ears.

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