"Are you even listening, Liam?" Sarah's voice, usually a cheerful melody, sounded strained. He snapped his attention back to her, forcing a smile that felt brittle on his face. He'd been staring out the window, watching the leaves swirl in the autumn wind. Maya's party – a whole weekend away in a cabin. He'd envisioned his own, a small gathering in his apartment.

He nodded, avoiding eye contact. "Of course." The lie felt heavy on his tongue. He knew he should be excited. But the thought of it, the planning, the forced merriment, left him feeling drained. The anticipation of Maya's event, and the inevitable comparisons to his own, made a hollow space inside him.

His chest felt tight, constricting his breaths. He picked at a loose thread on his jeans. He didn't want to explain why he didn't want to go to the party. He couldn't. The words wouldn’t come. He just wanted to disappear.

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