The letter lay open on Danielโ€™s desk, the stark black text mocking him. He leaned back in his chair, the wheels squeaking in protest. A heavy silence filled the room, amplifying the sudden emptiness that had settled in his chest. He felt adrift.

He closed his eyes, replaying the interview in his head, searching for a misstep, a flaw. His fingers drummed a frantic rhythm against the desktop. His jaw clenched, and he pressed his lips into a thin, tight line. He couldn't shake the feeling of being utterly let down.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236