She stared at the phone, its cold screen reflecting her own bewildered face. A single word, "Cancelled," had obliterated weeks of secret planning. The cake, ordered and paid for, loomed in her mind like a sugary ghost. Sarahโ€™s hands trembled, and she clutched the worn fabric of her favorite armchair. The vibrant balloons she'd purchased earlier in the week now seemed to mock her, deflating along with her spirits. She closed her eyes, fighting back a wave of dizziness, the joyful music she'd envisioned at the party now just a chaotic jumble in her head.

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