He found the invitation tucked between the bills and the flyers for pizza. David tossed it aside, the crisp paper making a discordant sound in the otherwise quiet apartment. He felt a leaden ache in his chest, a sensation that had become increasingly familiar over the past few months.

He knew he should RSVP, but the thought of it paralyzed him. The prospect of feigning happiness, of pretending to be thrilled about his life when the truth was a tangled mess of unmet goals and broken promises, was utterly demoralizing.

He stared out the window, the city lights blurring through the rain-streaked glass. A sense of disconnection, a feeling of being adrift, washed over him. The party felt like an obligation he couldn't face.

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