The bell above the pawn shop door jingled, a jarring sound that sliced through the already taut silence in Clara's head. Everything felt too bright, too loud, too… much. She squeezed her eyes shut for a fleeting moment, then forced them open. The shop was a blur of colours and objects, each vying for her attention, overwhelming her. Her breath came in shallow, ragged gasps.

She ran her fingers over the chipped paint on a display case as she walked around. She felt the tears pricking her eyes.

And then she saw it. The familiar curve of the band. The intricately set diamonds. Her grandmother’s ring, glinting under the harsh light. A sob escaped her, quickly suppressed. She had to focus. She had to get it.

The shopkeeper's casual greeting felt like a physical blow. She found herself struggling to form words, the words getting caught in her throat, a ball of emotion she couldn't swallow.

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