The office air conditioning blasted cold air, making Clara shiver even under her cardigan. A general sense of listlessness had plagued her for weeks. The routine, the endless paperwork, the feeling of insignificance. She felt numb.

From across the room, John, the new marketing intern, was laughing loudly. He was showing someone a picture on his phone. “Remember Camp Redwood? The canoeing trips? I found a photo of us!”

Clara barely registered the conversation, lost in her own thoughts. Redwood… the name hung in the air, stirring a faint recollection.

He approached her, a wide grin on his face. “Clara? You look familiar! Did you ever go to Camp Redwood?”

She sighed, about to dismiss him. But then, a picture of herself, younger, smiling, flashed in her mind. “Yes,” she admitted, her voice barely above a whisper. “I did.” A small smile played on her lips, and the cold seemed to dissipate slightly.

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