He ran a hand through his hair, leaving it even messier than before. Liam paced his cramped apartment, the worn floorboards groaning under his weight. He’d found it, the link, shared on a Reddit thread he’d once frequented. His diary, filled with angst-ridden poems and poorly written confessions of teenage angst, was now a source of amusement for strangers.

A knot formed in his stomach. He felt exposed, stripped bare. His carefully crafted online persona, the confident programmer, the witty commenter, now felt like a fragile façade. He’d built that persona because the real him, the awkward, uncertain teenager he’d written about, was utterly unacceptable.

He stopped pacing, staring at his reflection in the dusty mirror. His eyes, usually bright with a hint of humor, were dull, shadowed. He grabbed his phone and turned it off, a desperate attempt to sever the connection, to escape the relentless onslaught of mockery. The silence in the apartment was deafening.

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