The notice, crisp white against the chipped paint of the door, seemed to taunt Amelia. She traced the words with a trembling finger, each syllable a hammer blow against the silence of the apartment. Her shoulders slumped, a weight pressing down on her as she re-read the demands.

She shuffled back inside, the floorboards groaning in response to her slow steps. The air hung thick and stale, a reflection of the unspoken worries that filled her. She didn't bother turning on any lights, preferring the dimness that mirrored her current mood.

Later, she found herself staring out the window, the city lights a blurry haze. A deep ache settled in her chest, a physical manifestation of her despair. The eviction notice was a sentence, and her execution date was nearing.

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