A leaden feeling settled in his chest, making each breath a conscious effort. The rejection notice hung on his computer screen, a stark contrast to the bright, cheerful desktop background he’d chosen, a photo of his family. He swallowed hard, trying to dislodge the lump forming in his throat.

He pushed back from his desk, the chair scraping against the floor. He needed air, needed to be anywhere but here, in this room that suddenly felt suffocating. He walked through the house aimlessly, picking up objects and putting them down, unable to focus on anything.

His mother called, asking about his application. His voice felt flat and hollow as he told her the news. He quickly changed the subject. The thought of disappointing her was unbearable.

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
πŸ˜”0.300
い぀も0.270
μ“Έ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259