The fluorescent lights of the doctor's office seemed to buzz louder, a high-pitched whine that drilled into Clara's skull. Her hands, clammy and trembling, clutched the crisp paper. The doctorโ€™s words echoed โ€“ "wrong patient, wrong diagnosis, potentially devastating treatment." She felt a pressure building in her chest, as if a large hand was squeezing the air from her lungs. She wanted to scream, to lash out, but the words caught in her throat. She needed to breathe.

She stumbled out of the office, the sterile smell of disinfectant making her stomach churn. The world outside seemed distorted, the colors muted. She needed to get away, to escape the suffocating feeling. Where could she go? She started walking, anywhere, her legs moving on their own as she tried to make sense of the absurdity of it all.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264