The lilies, pure white, arrived just as she was putting the kettle on, another small moment when she tried to feel normal. She opened the door, and the delivery man thrust them toward her. No card. She felt a sharp pang of irritation; was this some kind of joke?

She carried them inside, the scent a suffocating cloud. Her hands shook. She usually loved lilies, but now they felt heavy, a physical weight she couldn't bear. She sat down, breathing heavily.

She felt as if the room was shrinking, the walls closing in. She needed to escape, but she didn’t know how. The flowers sat there, a bright, fragrant reminder of the pressure she was under, and her heart sank.

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