The cold wind sliced through Ben’s jacket as he walked home, the "F" on his physics quiz an icy weight in his pocket. He felt a deep sense of inadequacy, a feeling of being adrift. His usual enthusiasm had evaporated, leaving behind a profound emptiness.

He avoided eye contact with everyone he passed on the street. He felt like a failure, a disappointment. The city, normally a source of wonder, now felt gray and uninviting. He felt a desire to escape, to run away.

He kicked a pebble down the sidewalk, the dull thud echoing the hollowness within him. He felt his vision blurring, a tear freezing on his cheek as he turned the corner to his home.

Emotion: melancholy

Cluster: Sadness / Despair
PC1 (Valence): -1.78 Negative
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.445
😞0.376
πŸ˜”0.337
い぀も0.327
sadness0.312
Suppressed:
de-0.739
la-0.548
l-0.497
/-0.314
!-0.290