Her throat tightened. It was a suffocating feeling, like a hand had clamped around it. The house, her childhood home, felt different now. She moved to the living room, the boxes stacked where her mother had always kept her crafting supplies. She had come to tidy up, to prepare the house for sale, but she couldn't. Not after she found the boxes.

She cautiously opened one. Inside were his projects, perfectly preserved, each one a memory. Each a burden.

She walked away, and sat down on the sofa, her hands trembling. It was just too much, everything. The house, the memories, the weight of her past. She had to walk away, to get out, and maybe never return.

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