Rain lashed against the windows, mimicking the heavy feeling in Arthur's chest. He stared at the condensation, tracing aimless patterns with a fingertip. Another rejection email. Another day closer to eviction. The chipped mug of instant coffee sat cold on the table, reflecting the gray outside. He’d seen Mr. Henderson, the man next door, loading groceries into the back of a gleaming, black car. The car was new. Arthur’s car, a rusted hatchback, coughed its way down the street most days.

Arthur had been meaning to ask Mr. Henderson for some help with fixing his leaky roof. Now, he hesitated. The thought of it felt… oppressive. He closed his eyes, picturing the man's impeccable yard, the perfectly trimmed hedges, the silence of the well-maintained house. Shame pricked at him.

He sighed, the sound barely audible above the drumming of the rain. The thought of going to work, of facing the endless cycle of rejection and disappointment again, made his stomach twist. He reached for the coffee, took a bitter sip, and felt a profound sense of isolation.

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