The cold seeping into Arthur’s bones seemed to originate not from the drafty workshop but from his own heart. He stared at his workbench, covered in meticulously crafted wooden birds, each one a testament to his passion for carving. The tools, usually a source of comfort, now felt like alien instruments. He hadn’t carved anything in months.

His son, Leo, on the other hand, was an absolute whirlwind of sawdust and enthusiasm. The garage, previously a place of solitary contemplation, now vibrated with the rhythmic rasp of sandpaper and the whir of power tools. Leo's creations, though less refined than his father's, possessed a raw energy that was almost painful for Arthur to witness.

Leo bounded into the kitchen, a wooden robin clutched in his hand. “Dad, look! I finished it!” he announced, eyes shining with pride. Arthur took the bird, its imperfections glaringly apparent. He mumbled a compliment, the words feeling brittle and hollow. He could barely meet his son's gaze, the joy in Leo's eyes a stark contrast to the hollowness within him.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259