The airport's fluorescent lights seemed to dim, casting long shadows that mirrored the shadows lengthening in her spirit. She picked at the plastic seal on her sandwich, unable to find an appetite. The conference. Her presentation. All gone, snatched away by the arbitrary whims of air travel. Her meticulously crafted slides felt like a waste, a monument to her dashed hopes.

She slumped against the cold glass, tracing the condensation with her finger. Her breath fogged the window, obscuring the world outside. The bright colors of the airport faded into a dull haze. She closed her eyes, trying to conjure the energy to re-engage, to find the words to communicate with the airline, to call the conference organizers. But the words, like the departing flights, seemed to be moving beyond her reach.

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