The vibrant colours of the tulips seemed to mock her. She sat at the kitchen table, staring at the unopened envelope containing a rejection letter. The flowers had arrived first, a surprise delivery of spring blooms. No note accompanied them.

She felt a hollowness in her chest. She needed answers, but the flowers provided none. She stood, grabbing the vase, but found it difficult to breathe, as if something was lodged in her throat.

She took the vase and walked outside, placing the tulips in the trash, her movements robotic. The world was a blur, the sounds muffled. Her vision swam. Then, she walked back to her house and closed the door.

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