The seaside cottage, once filled with laughter, now felt desolate and isolating. I wandered through the rooms, the silence deafening. A hollow ache formed in my stomach. The air was thick with the ghost of memories.

My sister, Olivia, was left a significant trust fund. She received the news with a detached calmness, as if it were a minor inconvenience. She had always been financially secure.

I inherited the cottage, along with all its upkeep. The idea of fixing the leaky roof, the broken windows, the garden overrun with weeds... It was too much.

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