He found them on the porch when he came home from a particularly difficult day at the office. A spray of orchids, their delicate petals almost luminescent in the fading light. No return address. No name. Just their cool, almost alien beauty.

He didn't want them. He didn’t have the energy to deal with them, to ponder the sender or the meaning. He just wanted to be left alone. His jaw tightened. He felt a constant low-level vibration in his chest, as if his body were about to vibrate itself to pieces.

He kicked the door shut, the orchids on the porch now seeming like a cruel joke. He walked inside, his steps heavy, his vision blurred. He sank onto the sofa, the silence of the house pressing against him like a physical force.

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