The silence in the small apartment was almost suffocating. Elena traced circles on the condensation of the window, each one a futile gesture. The eviction notice sat on the table, a stark white testament to her failure. Where would she go? What would she do?

She saw Ms. Petrov, the woman from next door, leaving her mansion to go shopping. She saw Ms. Petrov with a smile and a wave, as she always does. Elena felt a pang, a sharp stab of resentment. Ms. Petrov, who was apparently a billionaire, according to something the paper boy had mentioned.

Elena felt a lump form in her throat, making it difficult to breathe. She closed her eyes, trying to conjure the energy to get up, to do something. Anything. But she felt utterly, completely depleted.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236