The paper crackled in Amelia’s trembling hand. She sank onto the threadbare couch, the eviction notice a stark white beacon in the dim light of the apartment. Her vision swam, the words blurring into an incomprehensible mess. She squeezed her eyes shut, taking a deep breath that felt shallow and inadequate.

The weight of the unopened mail on the kitchen counter felt like a physical burden. Each bill, each letter, a tiny stone adding to the growing load. A single tear traced a path down her cheek, landing with a soft thud on the worn fabric of her jeans.

She needed to call her mother, but the thought of the conversation, the judgment, froze her in place. The phone seemed miles away, a treacherous landscape she couldn't bring herself to cross.

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