β€œAre you kidding me?” David spat the words into the echoing phone. The cancellation, the terse message, had stolen the wind from his sails. He threw his phone onto the couch, the impact jarring through his whole body. He felt the rapid beat of his heart against his ribs. The venue, the gifts, the carefully curated guest list – all rendered meaningless by a few simple words. He walked back and forth, muttering to himself, his frustration building to a fever pitch. He kicked at a stray cushion, sending feathers swirling into the air.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264