The email sat in Leo’s inbox, glowing with the harsh light of a rejection. He felt his stomach twist, a cold knot forming deep inside. He slammed his laptop shut, the sound echoing in his small, cluttered bedroom. He stood abruptly, pacing the worn carpet, hands clenched into fists. He had poured his heart into that application, crafting each sentence with meticulous care, outlining every achievement. Now, all that effort seemed to amount to nothing.

He picked up his phone, then quickly put it back down. No, he couldn't face the sympathetic calls, the questions, the offers of consolation. He needed to be alone. He pulled on a hoodie, the familiar fabric offering a small sense of comfort, and headed out into the grey afternoon.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236