The email sat in Amelia’s inbox, a stark white rectangle against the cluttered background. She hadn't even opened it yet, but the subject line, "A Fond Farewell from Bella Luna," already felt like a physical blow. Her shoulders slumped, and a tremor ran through her hands as she scrolled through the other messages, avoiding the one that beckoned with its impending sorrow. The stack of unopened bills on her desk seemed to mock her, a toppling tower of deadlines and demands. She pushed back her chair, the sudden movement causing her to knock over her water glass. The spill spread across the desk, a miniature flood mirroring the internal chaos.

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