Eliza stared at the cracked pavement, the sun beating down mercilessly. Her usually bright dress felt heavy, clinging to her skin. The open mic night was tonight. She'd written the song, “Echoes in the City,” about the loneliness she felt in the crowded streets, months ago, pouring her heart into every lyric. Then she'd heard it on the radio, sung by a pop star with perfect teeth and a perfectly generic life.

She tried to push it from her mind as she walked toward the venue, but her legs felt like lead. She found a dark corner in the back, away from the chatter and the excited buzz of anticipation. The air was thick with the scent of stale beer and unfulfilled dreams.

She thought of going home, of pretending she hadn’t seen the flyer. But the feeling of wanting to have your voice heard was too strong. She slumped against the cold wall. She couldn’t run from it. Not now.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. 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 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240