He paced the length of his living room, a tight knot forming in his stomach. The invitations for both parties lay on the coffee table, a physical embodiment of the dilemma. He'd promised to help plan both events, a decision that now felt like a very poor choice.

His head throbbed. He pinched the bridge of his nose, trying to ward off the building headache. He had to finalize the DJ bookings for Sarah's party, and then there was the matter of buying the perfect gift for David's.

He threw himself onto the sofa, the cushions doing little to alleviate the tightness in his shoulders. He felt like his brain was a scrambled egg, a jumble of competing needs and obligations.

The phone rang – Sarah. “Have you figured out the dance floor situation yet?” Her voice was cheerful, but it only seemed to tighten the pressure in his chest.

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