The vibrant decorations of the banquet hall seemed to mock Eleanor. She sat alone at a table near the back, picking at her salad. The clinking of silverware, the murmur of conversations—it all seemed to amplify her discomfort.

She felt a hollowness inside, a void that no amount of food or conversation could fill. The speech, carefully rehearsed, felt like a series of empty phrases. Each time she thought of delivering it, a knot would tighten in her chest.

She watched the people around her, their faces illuminated by the party lights. She felt as though she was observing a play, a performance that she wasn’t a part of. She felt like a dark cloud passing through a sunny day.

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