The bright lights of the airport seemed to amplify the sense of isolation. She stared at the ceiling, trying to will herself to a better mood. The community theatre production. Her debut. She had rehearsed for months, poured her heart and soul into the role. All for nothing.

Her fingernails were digging into her palms. She bit her lip to stop the tears from flowing. She had sent her phone to voicemail; she could not bear to speak to anyone. She felt the heavy weight of disappointment crushing her. She slowly rose and began to walk, seeking an empty corner where she could be alone with the desolation.

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