The confetti, bought weeks ago, lay discarded on a shelf, a forgotten promise of celebration. The carefully chosen playlist, a symphony of joy, now seemed mocking, a soundtrack to a party that would never happen. She felt a sudden, sharp pang in her gut, a physical manifestation of her sorrow. Her breath hitched. She went over to the window, and stared out into the street. The bustle of the city seemed to mock her, indifferent to her disappointment. She felt a growing sense of isolation, a heavy cloak settling around her.

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