He stared at the card, his jaw clenched. The edges of the paper blurred with the moisture in his eyes. He hadn't slept properly in days. The silence of the street seemed to amplify the internal cacophony in his head.

The thought of opening the card filled him with a potent sense of dread. It represented another connection, another expectation. The feeling was a physical thing, something he could feel pressing on his lungs.

He tossed the mail onto the kitchen counter with a frustrated grunt. It would just sit there, a silent reminder of things unaddressed. A task unacknowledged, another responsibility added to the pile.

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