The vibrant colors of the invitation seemed to jump out at Kevin, assaulting his senses. He flinched, as if physically struck. His hands, usually steady, trembled as he placed the card back on the kitchen table. He felt a wave of dizziness, the room tilting slightly. He sank into a chair, the sudden movement making his head swim.

He ran a hand over his face, trying to ground himself. He needed to compose himself, but the thoughts raced, a whirlwind of anxieties and self-doubt. The dishes waited in the sink, the grocery shopping needed to be done, the report due at the end of the week. Everything pressed down on him with crushing weight.

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