The pressure mounted in her chest, a relentless squeezing sensation that made it difficult to breathe. The world seemed to shrink around her, the sounds of the yard sale becoming a deafening roar. She desperately needed an escape, a moment of stillness, but it felt impossible. Then she saw it: a small, familiar shape.

It was Barnaby. Her childhood teddy bear. A wave of conflicting emotions washed over her – joy, sadness, regret. It was like everything she had been repressing suddenly exploded. She stood frozen, unable to move, unable to speak. All the memories, all the pain, all the forgotten dreams, came rushing back.

She watched a woman inspect him, weigh him in her hands. The other woman offered a price. It was a deal she knew she could not lose.

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