A leaden sensation settled in Olivia's limbs. She walked through the bustling school hallways, the chatter of her classmates a distant, meaningless hum. Coach Peterson's words, delivered with a polite regret, echoed in her mind: "We need to go in a different direction."

The lockers seemed to leer at her, each a potential source of gossip and judgment. The familiar smells of the cafeteria, usually inviting, now turned her stomach. She felt as if she had suddenly become invisible, a ghost in her own school.

She hurried toward the library, seeking refuge in the quiet space. Maybe, just maybe, the silence could offer some solace.

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