The hospital waiting room was a study in hushed silence and hushed breaths. Leo, a songwriter, was visiting a sick friend. The overhead speakers began to play a familiar song. *His* song, rearranged for a string quartet.

The blood drained from his face. His heart pounded in his chest, a frantic rhythm against the quiet. The sterile environment seemed to amplify his distress. He felt a wave of nausea.

He gripped the armrests of his chair, attempting to steady himself. The music, seemingly mocking his vulnerability, echoed in his ears. He looked around for an escape route, any means of leaving the building.

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