The sheer magnitude of the things she had to do, the emails, the calls, the meetings. She had to run. She was drowning. She needed air. The constant demands on her time, the relentless pressure to succeed. She suddenly felt dizzy. She moved as if in a dream. She was drawn to a booth with old, discarded toys.

And there, in a tattered heap, was Buttons. Her little bear. She stopped short. Her breath hitched in her throat. Her vision tunneled. She felt a sharp pang of both joy and sadness. All the feelings she had been trying to ignore erupted inside her.

“How much for the bear?” she croaked, the words barely audible. The man running the sale, oblivious to the emotional turmoil he had unleashed, named a price. She didn't hesitate. She had to have him.

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